R compatibility
Verification
Scope
Every reported quantity of weighted and offset GLMs, and of Gaussian mixed models fitted by REML and ML with random slopes, several terms, and nesting, for each pair of phit and lme4 optimizers.
References
- Reference
- R glm(), lm(); lme4 lmer() with bobyqa, Nelder_Mead, nlminbwrap, and nloptwrap
- Versions
- R 4.6.1, lme4 2.0.6, PHP 8.5.10, python 3.14.7, numpy 2.5.4, scipy 1.18.1, statsmodels 0.15.0
Data
- Inputs
- Saved R results for weighted and offset GLMs, and saved lme4 results for mixed models, including sleepstudy.
Method
phit fits each saved case with its BOBYQA and Nelder–Mead optimizers. The fits are compared with saved R results and with lme4's results for its bobyqa, Nelder_Mead, nlminbwrap, and nloptwrap optimizers. Each case's status is recomputed from the saved values.
- Check
- Comparison with a reference implementation
- Recorded
- 2026-11-01, PHP 8.5.10, macOS 27.0.1 (arm64), commit 066e2e1
Tolerances
|x − r| ≤ 1e-7 + 1e-6 × |r|
Applies to: Fixed models
Weighted and offset GLMs
|x − r| ≤ 1e-5 + 1e-5 × |r|
Applies to: Mixed-model estimates
Phit and lme4 both bobyqa
|x − r| ≤ 0.001 + 3e-4 × |r|
Applies to: Mixed-model estimates
Other optimizer pairs
|x − r| ≤ 5e-6 + 1e-9 × |r|
Applies to: Mixed-model log likelihood, AIC, and BIC
x: package value; r: reference value. Absolute error: |x − r|. Max errors are over the values a row compares.
Results
2,320 comparisons in 27 cases: 2,320 pass, 0 fail, 0 skipped.
By case
| Case | Comparisons | Largest abs. error | Status |
|---|---|---|---|
| Linear model, intercept, one row per observation | 15 | 5.7e-13 | pass |
| Linear model, no intercept, one row per observation | 15 | 1.5e-11 | pass |
| Logistic regression, intercept, one row per observation | 13 | 1.4e-6 | pass |
| Logistic regression, intercept, grouped trials | 13 | 2.1e-11 | pass |
| Logistic regression, no intercept, one row per observation | 13 | 8.9e-7 | pass |
| Logistic regression, no intercept, grouped trials | 13 | 1.0e-6 | pass |
| Probit regression, intercept, one row per observation | 13 | 1.6e-6 | pass |
| Probit regression, intercept, grouped trials | 13 | 1.1e-7 | pass |
| Probit regression, no intercept, one row per observation | 13 | 6.0e-7 | pass |
| Probit regression, no intercept, grouped trials | 13 | 6.6e-7 | pass |
| Poisson regression, intercept, one row per observation | 13 | 3.9e-6 | pass |
| Poisson regression, no intercept, one row per observation | 13 | 1.9e-8 | pass |
| Random slopes, ML | 144 | 3.0e-5 | pass |
| Random slopes, REML | 144 | 1.3e-3 | pass |
| Independent slopes (x || g), ML | 144 | 4.1e-4 | pass |
| Crossed groups, ML | 144 | 2.6e-4 | pass |
| Nested groups, ML | 144 | 1.3e-5 | pass |
| Weights and offsets, REML | 144 | 1.2e-4 | pass |
| No fixed intercept, ML | 144 | 1.5e-4 | pass |
| Random slope without intercept, ML | 144 | 3.1e-5 | pass |
| sleepstudy, ML | 144 | 3.8e-2 | pass |
| sleepstudy, REML | 144 | 1.0e-2 | pass |
| Zero group variance (boundary), REML | 144 | 5.7e-14 | pass |
| Three nested grouping levels, ML | 144 | 1.8e-3 | pass |
| Four nested grouping levels, ML | 144 | 1.7e-4 | pass |
| Three nested grouping levels, REML | 144 | 1.2e-3 | pass |
| Four nested grouping levels, REML | 144 | 2.4e-4 | pass |
All 2,320 comparisons
| Case | Implementation | Quantity | Criterion | Values | Package value | Reference value | Max abs. error | Status |
|---|---|---|---|---|---|---|---|---|
| Linear model, intercept, one row per observation | Coefficients | |x − r| ≤ 1e-7 + 1e-6 × |r| | 3 | 2.1e-14 | pass | |||
| Covariance matrix | |x − r| ≤ 1e-7 + 1e-6 × |r| | 9 | 1.4e-16 | pass | ||||
| Standard errors | |x − r| ≤ 1e-7 + 1e-6 × |r| | 3 | 1.7e-16 | pass | ||||
| p-values | |x − r| ≤ 1e-7 + 1e-6 × |r| | 3 | 1.1e-23 | pass | ||||
| Fitted values | |x − r| ≤ 1e-7 + 1e-6 × |r| | 180 | 3.4e-13 | pass | ||||
| Residuals | |x − r| ≤ 1e-7 + 1e-6 × |r| | 180 | 3.4e-13 | pass | ||||
| Log likelihood | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | -374.6270136 | -374.6270136 | 5.7e-14 | pass | ||
| Residual degrees of freedom | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | 177 | 177 | 0 | pass | ||
| t statistics | |x − r| ≤ 1e-7 + 1e-6 × |r| | 3 | 3.6e-14 | pass | ||||
| Confidence intervals | |x − r| ≤ 1e-7 + 1e-6 × |r| | 6 | 4.3e-14 | pass | ||||
| Residual sum of squares | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | 930.1931004 | 930.1931004 | 5.7e-13 | pass | ||
| Residual variance | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | 5.255328251 | 5.255328251 | 4.4e-15 | pass | ||
| Residual standard deviation | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | 2.292450272 | 2.292450272 | 8.9e-16 | pass | ||
| R² | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | 0.9002822708 | 0.9002822708 | 1.1e-16 | pass | ||
| Adjusted R² | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | 0.8991555168 | 0.8991555168 | 0 | pass | ||
| Linear model, no intercept, one row per observation | Coefficients | |x − r| ≤ 1e-7 + 1e-6 × |r| | 2 | 1.3e-15 | pass | |||
| Covariance matrix | |x − r| ≤ 1e-7 + 1e-6 × |r| | 4 | 5.6e-17 | pass | ||||
| Standard errors | |x − r| ≤ 1e-7 + 1e-6 × |r| | 2 | 1.4e-16 | pass | ||||
| p-values | |x − r| ≤ 1e-7 + 1e-6 × |r| | 2 | 1.9e-15 | pass | ||||
| Fitted values | |x − r| ≤ 1e-7 + 1e-6 × |r| | 180 | 1.7e-13 | pass | ||||
| Residuals | |x − r| ≤ 1e-7 + 1e-6 × |r| | 180 | 1.7e-13 | pass | ||||
| Log likelihood | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | -662.3545486 | -662.3545486 | 1.1e-13 | pass | ||
| Residual degrees of freedom | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | 178 | 178 | 0 | pass | ||
| t statistics | |x − r| ≤ 1e-7 + 1e-6 × |r| | 2 | 3.6e-15 | pass | ||||
| Confidence intervals | |x − r| ≤ 1e-7 + 1e-6 × |r| | 4 | 3.6e-15 | pass | ||||
| Residual sum of squares | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | 24903.66828 | 24903.66828 | 1.5e-11 | pass | ||
| Residual variance | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | 139.9082487 | 139.9082487 | 5.7e-14 | pass | ||
| Residual standard deviation | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | 11.82828173 | 11.82828173 | 3.6e-15 | pass | ||
| R² | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | 0.9184906437 | 0.9184906437 | 1.1e-16 | pass | ||
| Adjusted R² | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | 0.9175748082 | 0.9175748082 | 1.1e-16 | pass | ||
| Logistic regression, intercept, one row per observation | Coefficients | |x − r| ≤ 1e-7 + 1e-6 × |r| | 3 | 3.4e-13 | pass | |||
| Covariance matrix | |x − r| ≤ 1e-7 + 1e-6 × |r| | 9 | 1.7e-8 | pass | ||||
| Standard errors | |x − r| ≤ 1e-7 + 1e-6 × |r| | 3 | 3.9e-8 | pass | ||||
| p-values | |x − r| ≤ 1e-7 + 1e-6 × |r| | 3 | 2.5e-11 | pass | ||||
| Fitted values | |x − r| ≤ 1e-7 + 1e-6 × |r| | 180 | 6.7e-14 | pass | ||||
| Residuals | |x − r| ≤ 1e-7 + 1e-6 × |r| | 180 | 6.7e-14 | pass | ||||
| Log likelihood | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | -321.2915095 | -321.2915095 | 0 | pass | ||
| Residual degrees of freedom | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | 177 | 177 | 0 | pass | ||
| z statistics | |x − r| ≤ 1e-7 + 1e-6 × |r| | 3 | 1.4e-6 | pass | ||||
| Confidence intervals | |x − r| ≤ 1e-7 + 1e-6 × |r| | 6 | 7.7e-8 | pass | ||||
| Deviance | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | 642.5830189 | 642.5830189 | 0 | pass | ||
| Null deviance | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | 771.6014051 | 771.6014051 | 2.3e-13 | pass | ||
| AIC | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | 648.5830189 | 648.5830189 | 0 | pass | ||
| Logistic regression, intercept, grouped trials | Coefficients | |x − r| ≤ 1e-7 + 1e-6 × |r| | 3 | 2.0e-15 | pass | |||
| Covariance matrix | |x − r| ≤ 1e-7 + 1e-6 × |r| | 9 | 1.9e-14 | pass | ||||
| Standard errors | |x − r| ≤ 1e-7 + 1e-6 × |r| | 3 | 9.4e-14 | pass | ||||
| p-values | |x − r| ≤ 1e-7 + 1e-6 × |r| | 3 | 7.2e-13 | pass | ||||
| Fitted values | |x − r| ≤ 1e-7 + 1e-6 × |r| | 180 | 5.6e-16 | pass | ||||
| Residuals | |x − r| ≤ 1e-7 + 1e-6 × |r| | 180 | 5.6e-16 | pass | ||||
| Log likelihood | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | -339.7191288 | -339.7191288 | 1.1e-12 | pass | ||
| Residual degrees of freedom | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | 177 | 177 | 0 | pass | ||
| z statistics | |x − r| ≤ 1e-7 + 1e-6 × |r| | 3 | 2.1e-11 | pass | ||||
| Confidence intervals | |x − r| ≤ 1e-7 + 1e-6 × |r| | 6 | 1.9e-13 | pass | ||||
| Deviance | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | 204.6916455 | 204.6916455 | 5.4e-13 | pass | ||
| Null deviance | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | 561.5220869 | 561.5220869 | 6.8e-13 | pass | ||
| AIC | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | 685.4382576 | 685.4382576 | 2.2e-12 | pass | ||
| Logistic regression, no intercept, one row per observation | Coefficients | |x − r| ≤ 1e-7 + 1e-6 × |r| | 2 | 4.0e-14 | pass | |||
| Covariance matrix | |x − r| ≤ 1e-7 + 1e-6 × |r| | 4 | 9.3e-10 | pass | ||||
| Standard errors | |x − r| ≤ 1e-7 + 1e-6 × |r| | 2 | 9.4e-9 | pass | ||||
| p-values | |x − r| ≤ 1e-7 + 1e-6 × |r| | 2 | 8.4e-8 | pass | ||||
| Fitted values | |x − r| ≤ 1e-7 + 1e-6 × |r| | 180 | 7.2e-14 | pass | ||||
| Residuals | |x − r| ≤ 1e-7 + 1e-6 × |r| | 180 | 7.2e-14 | pass | ||||
| Log likelihood | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | -331.3412354 | -331.3412354 | 1.1e-13 | pass | ||
| Residual degrees of freedom | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | 178 | 178 | 0 | pass | ||
| z statistics | |x − r| ≤ 1e-7 + 1e-6 × |r| | 2 | 8.9e-7 | pass | ||||
| Confidence intervals | |x − r| ≤ 1e-7 + 1e-6 × |r| | 4 | 1.8e-8 | pass | ||||
| Deviance | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | 662.6824709 | 662.6824709 | 2.3e-13 | pass | ||
| Null deviance | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | 807.6738662 | 807.6738662 | 4.5e-13 | pass | ||
| AIC | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | 666.6824709 | 666.6824709 | 2.3e-13 | pass | ||
| Logistic regression, no intercept, grouped trials | Coefficients | |x − r| ≤ 1e-7 + 1e-6 × |r| | 2 | 2.3e-14 | pass | |||
| Covariance matrix | |x − r| ≤ 1e-7 + 1e-6 × |r| | 4 | 1.4e-10 | pass | ||||
| Standard errors | |x − r| ≤ 1e-7 + 1e-6 × |r| | 2 | 3.1e-9 | pass | ||||
| p-values | |x − r| ≤ 1e-7 + 1e-6 × |r| | 2 | 3.1e-9 | pass | ||||
| Fitted values | |x − r| ≤ 1e-7 + 1e-6 × |r| | 180 | 5.1e-14 | pass | ||||
| Residuals | |x − r| ≤ 1e-7 + 1e-6 × |r| | 180 | 5.1e-14 | pass | ||||
| Log likelihood | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | -408.4102172 | -408.4102172 | 1.3e-12 | pass | ||
| Residual degrees of freedom | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | 178 | 178 | 0 | pass | ||
| z statistics | |x − r| ≤ 1e-7 + 1e-6 × |r| | 2 | 1.0e-6 | pass | ||||
| Confidence intervals | |x − r| ≤ 1e-7 + 1e-6 × |r| | 4 | 6.0e-9 | pass | ||||
| Deviance | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | 340.5660262 | 340.5660262 | 1.1e-13 | pass | ||
| Null deviance | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | 886.3084846 | 886.3084846 | 4.5e-13 | pass | ||
| AIC | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | 820.8204345 | 820.8204345 | 2.5e-12 | pass | ||
| Probit regression, intercept, one row per observation | Coefficients | |x − r| ≤ 1e-7 + 1e-6 × |r| | 3 | 6.7e-9 | pass | |||
| Covariance matrix | |x − r| ≤ 1e-7 + 1e-6 × |r| | 9 | 6.3e-9 | pass | ||||
| Standard errors | |x − r| ≤ 1e-7 + 1e-6 × |r| | 3 | 2.2e-8 | pass | ||||
| p-values | |x − r| ≤ 1e-7 + 1e-6 × |r| | 3 | 3.8e-9 | pass | ||||
| Fitted values | |x − r| ≤ 1e-7 + 1e-6 × |r| | 180 | 1.5e-8 | pass | ||||
| Residuals | |x − r| ≤ 1e-7 + 1e-6 × |r| | 180 | 1.5e-8 | pass | ||||
| Log likelihood | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | -217.2198756 | -217.2198756 | 1.7e-10 | pass | ||
| Residual degrees of freedom | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | 177 | 177 | 0 | pass | ||
| z statistics | |x − r| ≤ 1e-7 + 1e-6 × |r| | 3 | 1.6e-6 | pass | ||||
| Confidence intervals | |x − r| ≤ 1e-7 + 1e-6 × |r| | 6 | 4.4e-8 | pass | ||||
| Deviance | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | 434.4397512 | 434.4397512 | 3.4e-10 | pass | ||
| Null deviance | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | 623.1088144 | 623.1088144 | 2.2e-10 | pass | ||
| AIC | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | 440.4397512 | 440.4397512 | 3.4e-10 | pass | ||
| Probit regression, intercept, grouped trials | Coefficients | |x − r| ≤ 1e-7 + 1e-6 × |r| | 3 | 3.4e-11 | pass | |||
| Covariance matrix | |x − r| ≤ 1e-7 + 1e-6 × |r| | 9 | 4.4e-11 | pass | ||||
| Standard errors | |x − r| ≤ 1e-7 + 1e-6 × |r| | 3 | 3.5e-10 | pass | ||||
| p-values | |x − r| ≤ 1e-7 + 1e-6 × |r| | 3 | 3.5e-14 | pass | ||||
| Fitted values | |x − r| ≤ 1e-7 + 1e-6 × |r| | 180 | 6.6e-11 | pass | ||||
| Residuals | |x − r| ≤ 1e-7 + 1e-6 × |r| | 180 | 6.6e-11 | pass | ||||
| Log likelihood | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | -307.4408751 | -307.4408751 | 4.1e-11 | pass | ||
| Residual degrees of freedom | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | 177 | 177 | 0 | pass | ||
| z statistics | |x − r| ≤ 1e-7 + 1e-6 × |r| | 3 | 1.1e-7 | pass | ||||
| Confidence intervals | |x − r| ≤ 1e-7 + 1e-6 × |r| | 6 | 7.0e-10 | pass | ||||
| Deviance | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | 227.9895589 | 227.9895589 | 8.2e-11 | pass | ||
| Null deviance | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | 1016.868835 | 1016.868835 | 3.4e-13 | pass | ||
| AIC | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | 620.8817503 | 620.8817503 | 8.2e-11 | pass | ||
| Probit regression, no intercept, one row per observation | Coefficients | |x − r| ≤ 1e-7 + 1e-6 × |r| | 2 | 2.8e-9 | pass | |||
| Covariance matrix | |x − r| ≤ 1e-7 + 1e-6 × |r| | 4 | 2.6e-10 | pass | ||||
| Standard errors | |x − r| ≤ 1e-7 + 1e-6 × |r| | 2 | 3.6e-9 | pass | ||||
| p-values | |x − r| ≤ 1e-7 + 1e-6 × |r| | 2 | 2.5e-8 | pass | ||||
| Fitted values | |x − r| ≤ 1e-7 + 1e-6 × |r| | 180 | 5.6e-9 | pass | ||||
| Residuals | |x − r| ≤ 1e-7 + 1e-6 × |r| | 180 | 5.6e-9 | pass | ||||
| Log likelihood | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | -203.6905569 | -203.6905569 | 1.8e-10 | pass | ||
| Residual degrees of freedom | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | 178 | 178 | 0 | pass | ||
| z statistics | |x − r| ≤ 1e-7 + 1e-6 × |r| | 2 | 6.0e-7 | pass | ||||
| Confidence intervals | |x − r| ≤ 1e-7 + 1e-6 × |r| | 4 | 8.1e-9 | pass | ||||
| Deviance | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | 407.3811139 | 407.3811139 | 3.6e-10 | pass | ||
| Null deviance | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | 707.1335762 | 707.1335762 | 2.3e-13 | pass | ||
| AIC | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | 411.3811139 | 411.3811139 | 3.6e-10 | pass | ||
| Probit regression, no intercept, grouped trials | Coefficients | |x − r| ≤ 1e-7 + 1e-6 × |r| | 2 | 2.0e-9 | pass | |||
| Covariance matrix | |x − r| ≤ 1e-7 + 1e-6 × |r| | 4 | 2.8e-11 | pass | ||||
| Standard errors | |x − r| ≤ 1e-7 + 1e-6 × |r| | 2 | 9.8e-10 | pass | ||||
| p-values | |x − r| ≤ 1e-7 + 1e-6 × |r| | 2 | 1.9e-9 | pass | ||||
| Fitted values | |x − r| ≤ 1e-7 + 1e-6 × |r| | 180 | 5.1e-9 | pass | ||||
| Residuals | |x − r| ≤ 1e-7 + 1e-6 × |r| | 180 | 5.1e-9 | pass | ||||
| Log likelihood | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | -462.7900222 | -462.7900222 | 3.7e-9 | pass | ||
| Residual degrees of freedom | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | 178 | 178 | 0 | pass | ||
| z statistics | |x − r| ≤ 1e-7 + 1e-6 × |r| | 2 | 6.6e-7 | pass | ||||
| Confidence intervals | |x − r| ≤ 1e-7 + 1e-6 × |r| | 4 | 3.4e-9 | pass | ||||
| Deviance | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | 541.8532749 | 541.8532749 | 7.5e-9 | pass | ||
| Null deviance | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | 1595.060634 | 1595.060634 | 1.4e-12 | pass | ||
| AIC | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | 929.5800444 | 929.5800444 | 7.5e-9 | pass | ||
| Poisson regression, intercept, one row per observation | Coefficients | |x − r| ≤ 1e-7 + 1e-6 × |r| | 3 | 6.5e-13 | pass | |||
| Covariance matrix | |x − r| ≤ 1e-7 + 1e-6 × |r| | 9 | 1.3e-8 | pass | ||||
| Standard errors | |x − r| ≤ 1e-7 + 1e-6 × |r| | 3 | 5.0e-8 | pass | ||||
| p-values | |x − r| ≤ 1e-7 + 1e-6 × |r| | 3 | 8.1e-14 | pass | ||||
| Fitted values | |x − r| ≤ 1e-7 + 1e-6 × |r| | 180 | 8.7e-13 | pass | ||||
| Residuals | |x − r| ≤ 1e-7 + 1e-6 × |r| | 180 | 8.7e-13 | pass | ||||
| Log likelihood | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | -472.3175879 | -472.3175879 | 0 | pass | ||
| Residual degrees of freedom | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | 177 | 177 | 0 | pass | ||
| z statistics | |x − r| ≤ 1e-7 + 1e-6 × |r| | 3 | 3.9e-6 | pass | ||||
| Confidence intervals | |x − r| ≤ 1e-7 + 1e-6 × |r| | 6 | 9.8e-8 | pass | ||||
| Deviance | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | 292.7779631 | 292.7779631 | 1.7e-13 | pass | ||
| Null deviance | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | 872.5445078 | 872.5445078 | 2.3e-13 | pass | ||
| AIC | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | 950.6351759 | 950.6351759 | 0 | pass | ||
| Poisson regression, no intercept, one row per observation | Coefficients | |x − r| ≤ 1e-7 + 1e-6 × |r| | 2 | 5.6e-17 | pass | |||
| Covariance matrix | |x − r| ≤ 1e-7 + 1e-6 × |r| | 4 | 5.5e-13 | pass | ||||
| Standard errors | |x − r| ≤ 1e-7 + 1e-6 × |r| | 2 | 1.7e-11 | pass | ||||
| p-values | |x − r| ≤ 1e-7 + 1e-6 × |r| | 2 | 3.0e-16 | pass | ||||
| Fitted values | |x − r| ≤ 1e-7 + 1e-6 × |r| | 180 | 5.3e-15 | pass | ||||
| Residuals | |x − r| ≤ 1e-7 + 1e-6 × |r| | 180 | 5.3e-15 | pass | ||||
| Log likelihood | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | -598.0430173 | -598.0430173 | 2.3e-13 | pass | ||
| Residual degrees of freedom | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | 178 | 178 | 0 | pass | ||
| z statistics | |x − r| ≤ 1e-7 + 1e-6 × |r| | 2 | 1.9e-8 | pass | ||||
| Confidence intervals | |x − r| ≤ 1e-7 + 1e-6 × |r| | 4 | 3.3e-11 | pass | ||||
| Deviance | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | 455.4952368 | 455.4952368 | 1.1e-13 | pass | ||
| Null deviance | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | 2030.715375 | 2030.715375 | 0 | pass | ||
| AIC | |x − r| ≤ 1e-7 + 1e-6 × |r| | 1 | 1200.086035 | 1200.086035 | 4.5e-13 | pass | ||
| Random slopes, ML | phit BOBYQA, lme4 bobyqa | Coefficients | |x − r| ≤ 1e-5 + 1e-5 × |r| | 3 | 1.1e-9 | pass | ||
| phit BOBYQA, lme4 bobyqa | Covariance matrix | |x − r| ≤ 1e-5 + 1e-5 × |r| | 9 | 8.9e-10 | pass | |||
| phit BOBYQA, lme4 bobyqa | Standard errors | |x − r| ≤ 1e-5 + 1e-5 × |r| | 3 | 2.0e-9 | pass | |||
| phit BOBYQA, lme4 bobyqa | z statistics | |x − r| ≤ 1e-5 + 1e-5 × |r| | 3 | 1.3e-7 | pass | |||
| phit BOBYQA, lme4 bobyqa | p-values | |x − r| ≤ 1e-5 + 1e-5 × |r| | 3 | 5.7e-14 | pass | |||
| phit BOBYQA, lme4 bobyqa | Confidence intervals | |x − r| ≤ 1e-5 + 1e-5 × |r| | 6 | 5.0e-9 | pass | |||
| phit BOBYQA, lme4 bobyqa | Fitted values (fixed effects only) | |x − r| ≤ 1e-5 + 1e-5 × |r| | 144 | 4.2e-9 | pass | |||
| phit BOBYQA, lme4 bobyqa | Fitted values | |x − r| ≤ 1e-5 + 1e-5 × |r| | 144 | 3.8e-8 | pass | |||
| phit BOBYQA, lme4 bobyqa | Residuals | |x − r| ≤ 1e-5 + 1e-5 × |r| | 144 | 3.8e-8 | pass | |||
| phit BOBYQA, lme4 bobyqa | Residuals (fixed effects only) | |x − r| ≤ 1e-5 + 1e-5 × |r| | 144 | 4.2e-9 | pass | |||
| phit BOBYQA, lme4 bobyqa | Random-term covariances and effects | |x − r| ≤ 1e-5 + 1e-5 × |r| | 76 | 2.1e-8 | pass | |||
| phit BOBYQA, lme4 bobyqa | Residual variance | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 1.072147049 | 1.072147049 | 3.1e-10 | pass | |
| phit BOBYQA, lme4 bobyqa | Residual standard deviation | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 1.035445338 | 1.035445339 | 1.5e-10 | pass | |
| phit BOBYQA, lme4 bobyqa | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -225.1098982 | -225.1098982 | 8.5e-14 | pass | |
| phit BOBYQA, lme4 bobyqa | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 464.2197964 | 464.2197964 | 1.7e-13 | pass | |
| phit BOBYQA, lme4 bobyqa | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 485.0084895 | 485.0084895 | 1.7e-13 | pass | |
| phit BOBYQA, lme4 bobyqa | Number of parameters | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 7 | 7 | 0 | pass | |
| phit BOBYQA, lme4 bobyqa | Residual degrees of freedom | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 137 | 137 | 0 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.0e-8 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 2.0e-8 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 3.2e-8 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.4e-6 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 2.3e-12 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 7.3e-8 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 3.4e-8 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 3.1e-7 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 3.1e-7 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 3.4e-8 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 76 | 2.4e-7 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.072147024 | 1.072147049 | 2.5e-8 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.035445326 | 1.035445339 | 1.2e-8 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -225.1098982 | -225.1098982 | 1.3e-12 | pass | |
| phit Nelder–Mead, lme4 bobyqa | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 464.2197964 | 464.2197964 | 2.6e-12 | pass | |
| phit Nelder–Mead, lme4 bobyqa | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 485.0084895 | 485.0084895 | 2.6e-12 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 7 | 7 | 0 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 137 | 137 | 0 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.6e-7 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 1.3e-7 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 2.9e-7 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.8e-5 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 9.8e-12 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 7.2e-7 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 5.9e-7 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 5.4e-6 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 5.4e-6 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 5.9e-7 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 76 | 3.0e-6 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.072147049 | 1.072147067 | 1.9e-8 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.035445338 | 1.035445347 | 9.1e-9 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -225.1098982 | -225.1098982 | 1.6e-10 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 464.2197964 | 464.2197964 | 3.1e-10 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 485.0084895 | 485.0084895 | 3.1e-10 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 7 | 7 | 0 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 137 | 137 | 0 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.5e-7 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 1.2e-7 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 2.7e-7 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.7e-5 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 7.4e-12 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 6.6e-7 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 5.6e-7 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 5.0e-6 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 5.0e-6 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 5.6e-7 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 76 | 2.7e-6 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.072147024 | 1.072147067 | 4.3e-8 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.035445326 | 1.035445347 | 2.1e-8 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -225.1098982 | -225.1098982 | 1.5e-10 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 464.2197964 | 464.2197964 | 3.1e-10 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 485.0084895 | 485.0084895 | 3.1e-10 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 7 | 7 | 0 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 137 | 137 | 0 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 2.3e-8 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 9.5e-8 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.5e-7 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 3.7e-6 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 4.9e-12 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 3.1e-7 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 7.6e-8 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 6.0e-7 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 6.0e-7 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 7.6e-8 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 76 | 1.1e-6 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.072147049 | 1.072146959 | 9.0e-8 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.035445338 | 1.035445295 | 4.3e-8 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -225.1098982 | -225.1098982 | 4.0e-12 | pass | |
| phit BOBYQA, lme4 nlminbwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 464.2197964 | 464.2197964 | 7.9e-12 | pass | |
| phit BOBYQA, lme4 nlminbwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 485.0084895 | 485.0084895 | 7.9e-12 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 7 | 7 | 0 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 137 | 137 | 0 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 3.0e-8 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 7.6e-8 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.2e-7 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 3.0e-6 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 2.5e-12 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 2.6e-7 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.1e-7 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 9.4e-7 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 9.4e-7 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.1e-7 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 76 | 9.2e-7 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.072147024 | 1.072146959 | 6.5e-8 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.035445326 | 1.035445295 | 3.1e-8 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -225.1098982 | -225.1098982 | 2.7e-12 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 464.2197964 | 464.2197964 | 5.5e-12 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 485.0084895 | 485.0084895 | 5.5e-12 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 7 | 7 | 0 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 137 | 137 | 0 | pass | |
| phit BOBYQA, lme4 nloptwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 3.1e-7 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 7.5e-7 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.2e-6 | pass | |||
| phit BOBYQA, lme4 nloptwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 3.0e-5 | pass | |||
| phit BOBYQA, lme4 nloptwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 2.2e-11 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 2.6e-6 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.2e-6 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 9.9e-6 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 9.9e-6 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.2e-6 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 76 | 9.0e-6 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.072147049 | 1.072146418 | 6.3e-7 | pass | |
| phit BOBYQA, lme4 nloptwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.035445338 | 1.035445034 | 3.0e-7 | pass | |
| phit BOBYQA, lme4 nloptwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -225.1098982 | -225.1098982 | 5.7e-10 | pass | |
| phit BOBYQA, lme4 nloptwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 464.2197964 | 464.2197964 | 1.1e-9 | pass | |
| phit BOBYQA, lme4 nloptwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 485.0084895 | 485.0084895 | 1.1e-9 | pass | |
| phit BOBYQA, lme4 nloptwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 7 | 7 | 0 | pass | |
| phit BOBYQA, lme4 nloptwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 137 | 137 | 0 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 3.2e-7 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 7.3e-7 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.2e-6 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 2.9e-5 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 2.0e-11 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 2.6e-6 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.2e-6 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.0e-5 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.0e-5 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.2e-6 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 76 | 8.8e-6 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.072147024 | 1.072146418 | 6.1e-7 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.035445326 | 1.035445034 | 2.9e-7 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -225.1098982 | -225.1098982 | 5.7e-10 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 464.2197964 | 464.2197964 | 1.1e-9 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 485.0084895 | 485.0084895 | 1.1e-9 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 7 | 7 | 0 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 137 | 137 | 0 | pass | |
| Random slopes, REML | phit BOBYQA, lme4 bobyqa | Coefficients | |x − r| ≤ 1e-5 + 1e-5 × |r| | 3 | 8.9e-10 | pass | ||
| phit BOBYQA, lme4 bobyqa | Covariance matrix | |x − r| ≤ 1e-5 + 1e-5 × |r| | 9 | 9.5e-10 | pass | |||
| phit BOBYQA, lme4 bobyqa | Standard errors | |x − r| ≤ 1e-5 + 1e-5 × |r| | 3 | 1.9e-9 | pass | |||
| phit BOBYQA, lme4 bobyqa | z statistics | |x − r| ≤ 1e-5 + 1e-5 × |r| | 3 | 1.1e-7 | pass | |||
| phit BOBYQA, lme4 bobyqa | p-values | |x − r| ≤ 1e-5 + 1e-5 × |r| | 3 | 9.9e-14 | pass | |||
| phit BOBYQA, lme4 bobyqa | Confidence intervals | |x − r| ≤ 1e-5 + 1e-5 × |r| | 6 | 4.4e-9 | pass | |||
| phit BOBYQA, lme4 bobyqa | Fitted values (fixed effects only) | |x − r| ≤ 1e-5 + 1e-5 × |r| | 144 | 3.2e-9 | pass | |||
| phit BOBYQA, lme4 bobyqa | Fitted values | |x − r| ≤ 1e-5 + 1e-5 × |r| | 144 | 2.9e-8 | pass | |||
| phit BOBYQA, lme4 bobyqa | Residuals | |x − r| ≤ 1e-5 + 1e-5 × |r| | 144 | 2.9e-8 | pass | |||
| phit BOBYQA, lme4 bobyqa | Residuals (fixed effects only) | |x − r| ≤ 1e-5 + 1e-5 × |r| | 144 | 3.2e-9 | pass | |||
| phit BOBYQA, lme4 bobyqa | Random-term covariances and effects | |x − r| ≤ 1e-5 + 1e-5 × |r| | 76 | 1.7e-8 | pass | |||
| phit BOBYQA, lme4 bobyqa | Residual variance | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 1.088581843 | 1.088581844 | 3.8e-10 | pass | |
| phit BOBYQA, lme4 bobyqa | Residual standard deviation | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 1.043351256 | 1.043351256 | 1.8e-10 | pass | |
| phit BOBYQA, lme4 bobyqa | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -227.9694626 | -227.9694626 | 8.5e-14 | pass | |
| phit BOBYQA, lme4 bobyqa | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 469.9389252 | 469.9389252 | 1.7e-13 | pass | |
| phit BOBYQA, lme4 bobyqa | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 490.7276183 | 490.7276183 | 1.7e-13 | pass | |
| phit BOBYQA, lme4 bobyqa | Number of parameters | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 7 | 7 | 0 | pass | |
| phit BOBYQA, lme4 bobyqa | Residual degrees of freedom | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 137 | 137 | 0 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.2e-8 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 6.3e-8 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 9.8e-8 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 2.2e-6 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 3.3e-12 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 2.0e-7 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 4.0e-8 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 3.1e-7 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 3.1e-7 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 4.0e-8 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 76 | 7.6e-7 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.088581896 | 1.088581844 | 5.3e-8 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.043351281 | 1.043351256 | 2.5e-8 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -227.9694626 | -227.9694626 | 1.5e-12 | pass | |
| phit Nelder–Mead, lme4 bobyqa | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 469.9389252 | 469.9389252 | 3.0e-12 | pass | |
| phit Nelder–Mead, lme4 bobyqa | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 490.7276183 | 490.7276183 | 3.0e-12 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 7 | 7 | 0 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 137 | 137 | 0 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 3.7e-8 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 4.4e-7 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 6.8e-7 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.5e-5 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 3.0e-11 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 1.4e-6 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.1e-7 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 9.0e-7 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 9.0e-7 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.1e-7 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 76 | 5.4e-6 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.088581843 | 1.088581449 | 3.9e-7 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.043351256 | 1.043351067 | 1.9e-7 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -227.9694626 | -227.9694626 | 5.6e-11 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 469.9389252 | 469.9389252 | 1.1e-10 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 490.7276183 | 490.7276183 | 1.1e-10 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 7 | 7 | 0 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 137 | 137 | 0 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 4.9e-8 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 5.1e-7 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 7.8e-7 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.7e-5 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 3.3e-11 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 1.5e-6 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.2e-7 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 8.6e-7 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 8.6e-7 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.2e-7 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 76 | 6.1e-6 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.088581896 | 1.088581449 | 4.5e-7 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.043351281 | 1.043351067 | 2.1e-7 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -227.9694626 | -227.9694626 | 5.4e-11 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 469.9389252 | 469.9389252 | 1.1e-10 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 490.7276183 | 490.7276183 | 1.1e-10 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 7 | 7 | 0 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 137 | 137 | 0 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.1e-7 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 3.0e-7 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 4.6e-7 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.0e-5 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 9.1e-12 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 9.9e-7 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 3.9e-7 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 3.4e-6 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 3.4e-6 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 3.9e-7 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 76 | 3.6e-6 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.088581843 | 1.08858162 | 2.2e-7 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.043351256 | 1.043351149 | 1.1e-7 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -227.9694626 | -227.9694626 | 6.6e-11 | pass | |
| phit BOBYQA, lme4 nlminbwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 469.9389252 | 469.9389252 | 1.3e-10 | pass | |
| phit BOBYQA, lme4 nlminbwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 490.7276183 | 490.7276183 | 1.3e-10 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 7 | 7 | 0 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 137 | 137 | 0 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.2e-7 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 3.6e-7 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 5.6e-7 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.3e-5 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.3e-11 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 1.2e-6 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 4.3e-7 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 3.6e-6 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 3.6e-6 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 4.3e-7 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 76 | 4.4e-6 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.088581896 | 1.08858162 | 2.8e-7 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.043351281 | 1.043351149 | 1.3e-7 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -227.9694626 | -227.9694626 | 6.4e-11 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 469.9389252 | 469.9389252 | 1.3e-10 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 490.7276183 | 490.7276183 | 1.3e-10 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 7 | 7 | 0 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 137 | 137 | 0 | pass | |
| phit BOBYQA, lme4 nloptwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 3.5e-6 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 3.9e-5 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 6.1e-5 | pass | |||
| phit BOBYQA, lme4 nloptwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.3e-3 | pass | |||
| phit BOBYQA, lme4 nloptwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 2.6e-9 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 1.2e-4 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 9.4e-6 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 7.3e-5 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 7.3e-5 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 9.4e-6 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 76 | 4.7e-4 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.088581843 | 1.088616553 | 3.5e-5 | pass | |
| phit BOBYQA, lme4 nloptwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.043351256 | 1.04336789 | 1.7e-5 | pass | |
| phit BOBYQA, lme4 nloptwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -227.9694626 | -227.969463 | 4.3e-7 | pass | |
| phit BOBYQA, lme4 nloptwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 469.9389252 | 469.9389261 | 8.6e-7 | pass | |
| phit BOBYQA, lme4 nloptwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 490.7276183 | 490.7276192 | 8.6e-7 | pass | |
| phit BOBYQA, lme4 nloptwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 7 | 7 | 0 | pass | |
| phit BOBYQA, lme4 nloptwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 137 | 137 | 0 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 3.5e-6 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 3.9e-5 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 6.0e-5 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.3e-3 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 2.6e-9 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 1.2e-4 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 9.4e-6 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 7.3e-5 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 7.3e-5 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 9.4e-6 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 76 | 4.7e-4 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.088581896 | 1.088616553 | 3.5e-5 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.043351281 | 1.04336789 | 1.7e-5 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -227.9694626 | -227.969463 | 4.3e-7 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 469.9389252 | 469.9389261 | 8.6e-7 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 490.7276183 | 490.7276192 | 8.6e-7 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 7 | 7 | 0 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 137 | 137 | 0 | pass | |
| Independent slopes (x || g), ML | phit BOBYQA, lme4 bobyqa | Coefficients | |x − r| ≤ 1e-5 + 1e-5 × |r| | 3 | 6.5e-10 | pass | ||
| phit BOBYQA, lme4 bobyqa | Covariance matrix | |x − r| ≤ 1e-5 + 1e-5 × |r| | 9 | 3.7e-9 | pass | |||
| phit BOBYQA, lme4 bobyqa | Standard errors | |x − r| ≤ 1e-5 + 1e-5 × |r| | 3 | 5.7e-9 | pass | |||
| phit BOBYQA, lme4 bobyqa | z statistics | |x − r| ≤ 1e-5 + 1e-5 × |r| | 3 | 1.3e-7 | pass | |||
| phit BOBYQA, lme4 bobyqa | p-values | |x − r| ≤ 1e-5 + 1e-5 × |r| | 3 | 1.8e-12 | pass | |||
| phit BOBYQA, lme4 bobyqa | Confidence intervals | |x − r| ≤ 1e-5 + 1e-5 × |r| | 6 | 1.1e-8 | pass | |||
| phit BOBYQA, lme4 bobyqa | Fitted values (fixed effects only) | |x − r| ≤ 1e-5 + 1e-5 × |r| | 144 | 1.8e-9 | pass | |||
| phit BOBYQA, lme4 bobyqa | Fitted values | |x − r| ≤ 1e-5 + 1e-5 × |r| | 144 | 1.0e-8 | pass | |||
| phit BOBYQA, lme4 bobyqa | Residuals | |x − r| ≤ 1e-5 + 1e-5 × |r| | 144 | 1.0e-8 | pass | |||
| phit BOBYQA, lme4 bobyqa | Residuals (fixed effects only) | |x − r| ≤ 1e-5 + 1e-5 × |r| | 144 | 1.8e-9 | pass | |||
| phit BOBYQA, lme4 bobyqa | Random-term covariances and effects | |x − r| ≤ 1e-5 + 1e-5 × |r| | 52 | 4.4e-8 | pass | |||
| phit BOBYQA, lme4 bobyqa | Residual variance | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 1.071616298 | 1.071616301 | 2.6e-9 | pass | |
| phit BOBYQA, lme4 bobyqa | Residual standard deviation | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 1.035189016 | 1.035189017 | 1.3e-9 | pass | |
| phit BOBYQA, lme4 bobyqa | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -228.3800785 | -228.3800785 | 5.7e-14 | pass | |
| phit BOBYQA, lme4 bobyqa | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 468.760157 | 468.760157 | 1.1e-13 | pass | |
| phit BOBYQA, lme4 bobyqa | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 486.5790368 | 486.5790368 | 1.1e-13 | pass | |
| phit BOBYQA, lme4 bobyqa | Number of parameters | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 6 | 6 | 0 | pass | |
| phit BOBYQA, lme4 bobyqa | Residual degrees of freedom | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 138 | 138 | 0 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 2.8e-9 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 3.6e-8 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 5.6e-8 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.3e-6 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 9.7e-12 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 1.1e-7 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.1e-8 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 7.8e-8 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 7.8e-8 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.1e-8 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 52 | 4.3e-7 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.071616342 | 1.071616301 | 4.2e-8 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.035189037 | 1.035189017 | 2.0e-8 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -228.3800785 | -228.3800785 | 5.7e-13 | pass | |
| phit Nelder–Mead, lme4 bobyqa | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 468.760157 | 468.760157 | 1.1e-12 | pass | |
| phit Nelder–Mead, lme4 bobyqa | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 486.5790368 | 486.5790368 | 1.1e-12 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 6 | 6 | 0 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 138 | 138 | 0 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 8.8e-7 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 4.2e-7 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.2e-6 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 6.6e-5 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.1e-9 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 2.8e-6 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.8e-6 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.4e-5 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.4e-5 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.8e-6 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 52 | 9.7e-6 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.071616298 | 1.071614755 | 1.5e-6 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.035189016 | 1.03518827 | 7.5e-7 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -228.3800785 | -228.3800785 | 8.4e-10 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 468.760157 | 468.760157 | 1.7e-9 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 486.5790368 | 486.5790368 | 1.7e-9 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 6 | 6 | 0 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 138 | 138 | 0 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 8.8e-7 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 3.8e-7 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.2e-6 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 6.6e-5 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.1e-9 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 2.8e-6 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.8e-6 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.4e-5 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.4e-5 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.8e-6 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 52 | 9.7e-6 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.071616342 | 1.071614755 | 1.6e-6 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.035189037 | 1.03518827 | 7.7e-7 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -228.3800785 | -228.3800785 | 8.4e-10 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 468.760157 | 468.760157 | 1.7e-9 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 486.5790368 | 486.5790368 | 1.7e-9 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 6 | 6 | 0 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 138 | 138 | 0 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 3.4e-6 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 1.2e-5 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.8e-5 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 4.1e-4 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 4.2e-11 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 3.6e-5 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 9.5e-6 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 6.9e-5 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 6.9e-5 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 9.5e-6 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 52 | 1.4e-4 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.071616298 | 1.07163627 | 2.0e-5 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.035189016 | 1.035198662 | 9.6e-6 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -228.3800785 | -228.3800786 | 6.2e-8 | pass | |
| phit BOBYQA, lme4 nlminbwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 468.760157 | 468.7601571 | 1.2e-7 | pass | |
| phit BOBYQA, lme4 nlminbwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 486.5790368 | 486.5790369 | 1.2e-7 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 6 | 6 | 0 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 138 | 138 | 0 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 3.4e-6 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 1.1e-5 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.8e-5 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 4.1e-4 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 5.4e-11 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 3.6e-5 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 9.5e-6 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 6.8e-5 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 6.8e-5 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 9.5e-6 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 52 | 1.4e-4 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.071616342 | 1.07163627 | 2.0e-5 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.035189037 | 1.035198662 | 9.6e-6 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -228.3800785 | -228.3800786 | 6.2e-8 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 468.760157 | 468.7601571 | 1.2e-7 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 486.5790368 | 486.5790369 | 1.2e-7 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 6 | 6 | 0 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 138 | 138 | 0 | pass | |
| phit BOBYQA, lme4 nloptwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 2.1e-8 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 1.5e-8 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 2.8e-8 | pass | |||
| phit BOBYQA, lme4 nloptwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.6e-6 | pass | |||
| phit BOBYQA, lme4 nloptwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 2.9e-11 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 6.8e-8 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 4.4e-8 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 3.5e-7 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 3.5e-7 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 4.4e-8 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 52 | 2.3e-7 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.071616298 | 1.071616331 | 3.2e-8 | pass | |
| phit BOBYQA, lme4 nloptwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.035189016 | 1.035189031 | 1.6e-8 | pass | |
| phit BOBYQA, lme4 nloptwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -228.3800785 | -228.3800785 | 5.1e-13 | pass | |
| phit BOBYQA, lme4 nloptwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 468.760157 | 468.760157 | 1.0e-12 | pass | |
| phit BOBYQA, lme4 nloptwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 486.5790368 | 486.5790368 | 1.0e-12 | pass | |
| phit BOBYQA, lme4 nloptwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 6 | 6 | 0 | pass | |
| phit BOBYQA, lme4 nloptwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 138 | 138 | 0 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 2.0e-8 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 5.5e-8 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 8.6e-8 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.9e-6 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 4.0e-11 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 1.7e-7 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 4.9e-8 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 3.4e-7 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 3.4e-7 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 4.9e-8 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 52 | 6.6e-7 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.071616342 | 1.071616331 | 1.2e-8 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.035189037 | 1.035189031 | 5.8e-9 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -228.3800785 | -228.3800785 | 0 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 468.760157 | 468.760157 | 0 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 486.5790368 | 486.5790368 | 0 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 6 | 6 | 0 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 138 | 138 | 0 | pass | |
| Crossed groups, ML | phit BOBYQA, lme4 bobyqa | Coefficients | |x − r| ≤ 1e-5 + 1e-5 × |r| | 3 | 2.9e-9 | pass | ||
| phit BOBYQA, lme4 bobyqa | Covariance matrix | |x − r| ≤ 1e-5 + 1e-5 × |r| | 9 | 1.3e-8 | pass | |||
| phit BOBYQA, lme4 bobyqa | Standard errors | |x − r| ≤ 1e-5 + 1e-5 × |r| | 3 | 1.4e-8 | pass | |||
| phit BOBYQA, lme4 bobyqa | z statistics | |x − r| ≤ 1e-5 + 1e-5 × |r| | 3 | 1.7e-7 | pass | |||
| phit BOBYQA, lme4 bobyqa | p-values | |x − r| ≤ 1e-5 + 1e-5 × |r| | 3 | 9.5e-13 | pass | |||
| phit BOBYQA, lme4 bobyqa | Confidence intervals | |x − r| ≤ 1e-5 + 1e-5 × |r| | 6 | 2.9e-8 | pass | |||
| phit BOBYQA, lme4 bobyqa | Fitted values (fixed effects only) | |x − r| ≤ 1e-5 + 1e-5 × |r| | 144 | 9.4e-9 | pass | |||
| phit BOBYQA, lme4 bobyqa | Fitted values | |x − r| ≤ 1e-5 + 1e-5 × |r| | 144 | 3.1e-8 | pass | |||
| phit BOBYQA, lme4 bobyqa | Residuals | |x − r| ≤ 1e-5 + 1e-5 × |r| | 144 | 3.1e-8 | pass | |||
| phit BOBYQA, lme4 bobyqa | Residuals (fixed effects only) | |x − r| ≤ 1e-5 + 1e-5 × |r| | 144 | 9.4e-9 | pass | |||
| phit BOBYQA, lme4 bobyqa | Random-term covariances and effects | |x − r| ≤ 1e-5 + 1e-5 × |r| | 89 | 5.8e-8 | pass | |||
| phit BOBYQA, lme4 bobyqa | Residual variance | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 0.2925602191 | 0.2925602143 | 4.8e-9 | pass | |
| phit BOBYQA, lme4 bobyqa | Residual standard deviation | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 0.5408883611 | 0.5408883566 | 4.5e-9 | pass | |
| phit BOBYQA, lme4 bobyqa | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -157.2105785 | -157.2105785 | 2.8e-14 | pass | |
| phit BOBYQA, lme4 bobyqa | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 330.4211569 | 330.4211569 | 5.7e-14 | pass | |
| phit BOBYQA, lme4 bobyqa | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 354.1796633 | 354.1796633 | 5.7e-14 | pass | |
| phit BOBYQA, lme4 bobyqa | Number of parameters | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 8 | 8 | 0 | pass | |
| phit BOBYQA, lme4 bobyqa | Residual degrees of freedom | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 136 | 136 | 0 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 7.1e-9 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 1.7e-7 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.8e-7 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.8e-6 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.2e-11 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 3.5e-7 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.5e-8 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 9.5e-8 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 9.5e-8 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.5e-8 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 89 | 1.1e-6 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.2925601943 | 0.2925602143 | 2.0e-8 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.5408883381 | 0.5408883566 | 1.8e-8 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -157.2105785 | -157.2105785 | 3.8e-12 | pass | |
| phit Nelder–Mead, lme4 bobyqa | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 330.4211569 | 330.4211569 | 7.6e-12 | pass | |
| phit Nelder–Mead, lme4 bobyqa | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 354.1796633 | 354.1796633 | 7.6e-12 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 8 | 8 | 0 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 136 | 136 | 0 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 2.3e-8 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 1.3e-6 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.4e-6 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.4e-5 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 9.4e-11 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 2.8e-6 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.2e-7 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 6.5e-7 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 6.5e-7 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.2e-7 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 89 | 9.6e-6 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.2925602191 | 0.2925599273 | 2.9e-7 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.5408883611 | 0.5408880913 | 2.7e-7 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -157.2105785 | -157.2105785 | 2.4e-10 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 330.4211569 | 330.4211569 | 4.9e-10 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 354.1796633 | 354.1796633 | 4.9e-10 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 8 | 8 | 0 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 136 | 136 | 0 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 2.1e-8 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 1.1e-6 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.2e-6 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.3e-5 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 8.1e-11 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 2.4e-6 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 9.1e-8 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 6.2e-7 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 6.2e-7 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 9.1e-8 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 89 | 9.8e-6 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.2925601943 | 0.2925599273 | 2.7e-7 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.5408883381 | 0.5408880913 | 2.5e-7 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -157.2105785 | -157.2105785 | 2.4e-10 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 330.4211569 | 330.4211569 | 4.8e-10 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 354.1796633 | 354.1796633 | 4.8e-10 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 8 | 8 | 0 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 136 | 136 | 0 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 9.6e-7 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 1.4e-6 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 3.6e-6 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 2.6e-4 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 2.3e-11 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 7.2e-6 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 2.6e-6 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.8e-5 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.8e-5 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 2.6e-6 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 89 | 1.7e-5 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.2925602191 | 0.2925615323 | 1.3e-6 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.5408883611 | 0.540889575 | 1.2e-6 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -157.2105785 | -157.2105785 | 1.6e-8 | pass | |
| phit BOBYQA, lme4 nlminbwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 330.4211569 | 330.421157 | 3.3e-8 | pass | |
| phit BOBYQA, lme4 nlminbwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 354.1796633 | 354.1796634 | 3.3e-8 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 8 | 8 | 0 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 136 | 136 | 0 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 9.7e-7 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 1.4e-6 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 3.6e-6 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 2.6e-4 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.0e-11 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 7.3e-6 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 2.6e-6 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.9e-5 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.9e-5 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 2.6e-6 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 89 | 1.7e-5 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.2925601943 | 0.2925615323 | 1.3e-6 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.5408883381 | 0.540889575 | 1.2e-6 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -157.2105785 | -157.2105785 | 1.6e-8 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 330.4211569 | 330.421157 | 3.3e-8 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 354.1796633 | 354.1796634 | 3.3e-8 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 8 | 8 | 0 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 136 | 136 | 0 | pass | |
| phit BOBYQA, lme4 nloptwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 6.9e-8 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 3.0e-6 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 3.2e-6 | pass | |||
| phit BOBYQA, lme4 nloptwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 3.3e-5 | pass | |||
| phit BOBYQA, lme4 nloptwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 2.1e-10 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 6.3e-6 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 2.3e-7 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.2e-6 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.2e-6 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 2.3e-7 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 89 | 1.4e-5 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.2925602191 | 0.2925596499 | 5.7e-7 | pass | |
| phit BOBYQA, lme4 nloptwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.5408883611 | 0.5408878349 | 5.3e-7 | pass | |
| phit BOBYQA, lme4 nloptwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -157.2105785 | -157.2105785 | 8.3e-10 | pass | |
| phit BOBYQA, lme4 nloptwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 330.4211569 | 330.4211569 | 1.7e-9 | pass | |
| phit BOBYQA, lme4 nloptwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 354.1796633 | 354.1796633 | 1.7e-9 | pass | |
| phit BOBYQA, lme4 nloptwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 8 | 8 | 0 | pass | |
| phit BOBYQA, lme4 nloptwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 136 | 136 | 0 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 5.9e-8 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 2.9e-6 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 3.0e-6 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 3.1e-5 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 2.0e-10 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 6.0e-6 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 2.0e-7 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.1e-6 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.1e-6 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 2.0e-7 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 89 | 1.4e-5 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.2925601943 | 0.2925596499 | 5.4e-7 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.5408883381 | 0.5408878349 | 5.0e-7 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -157.2105785 | -157.2105785 | 8.3e-10 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 330.4211569 | 330.4211569 | 1.7e-9 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 354.1796633 | 354.1796633 | 1.7e-9 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 8 | 8 | 0 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 136 | 136 | 0 | pass | |
| Nested groups, ML | phit BOBYQA, lme4 bobyqa | Coefficients | |x − r| ≤ 1e-5 + 1e-5 × |r| | 3 | 7.3e-10 | pass | ||
| phit BOBYQA, lme4 bobyqa | Covariance matrix | |x − r| ≤ 1e-5 + 1e-5 × |r| | 9 | 1.2e-8 | pass | |||
| phit BOBYQA, lme4 bobyqa | Standard errors | |x − r| ≤ 1e-5 + 1e-5 × |r| | 3 | 1.9e-8 | pass | |||
| phit BOBYQA, lme4 bobyqa | z statistics | |x − r| ≤ 1e-5 + 1e-5 × |r| | 3 | 4.2e-7 | pass | |||
| phit BOBYQA, lme4 bobyqa | p-values | |x − r| ≤ 1e-5 + 1e-5 × |r| | 3 | 2.3e-14 | pass | |||
| phit BOBYQA, lme4 bobyqa | Confidence intervals | |x − r| ≤ 1e-5 + 1e-5 × |r| | 6 | 3.8e-8 | pass | |||
| phit BOBYQA, lme4 bobyqa | Fitted values (fixed effects only) | |x − r| ≤ 1e-5 + 1e-5 × |r| | 144 | 1.8e-9 | pass | |||
| phit BOBYQA, lme4 bobyqa | Fitted values | |x − r| ≤ 1e-5 + 1e-5 × |r| | 144 | 1.5e-8 | pass | |||
| phit BOBYQA, lme4 bobyqa | Residuals | |x − r| ≤ 1e-5 + 1e-5 × |r| | 144 | 1.5e-8 | pass | |||
| phit BOBYQA, lme4 bobyqa | Residuals (fixed effects only) | |x − r| ≤ 1e-5 + 1e-5 × |r| | 144 | 1.8e-9 | pass | |||
| phit BOBYQA, lme4 bobyqa | Random-term covariances and effects | |x − r| ≤ 1e-5 + 1e-5 × |r| | 170 | 1.5e-7 | pass | |||
| phit BOBYQA, lme4 bobyqa | Residual variance | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 0.3167670088 | 0.3167670172 | 8.4e-9 | pass | |
| phit BOBYQA, lme4 bobyqa | Residual standard deviation | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 0.5628205832 | 0.5628205906 | 7.4e-9 | pass | |
| phit BOBYQA, lme4 bobyqa | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -201.96116 | -201.96116 | 2.8e-14 | pass | |
| phit BOBYQA, lme4 bobyqa | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 415.9223201 | 415.9223201 | 5.7e-14 | pass | |
| phit BOBYQA, lme4 bobyqa | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 433.7411999 | 433.7411999 | 5.7e-14 | pass | |
| phit BOBYQA, lme4 bobyqa | Number of parameters | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 6 | 6 | 0 | pass | |
| phit BOBYQA, lme4 bobyqa | Residual degrees of freedom | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 138 | 138 | 0 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 5.9e-9 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 1.1e-8 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.6e-8 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 4.8e-7 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 6.2e-14 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 3.3e-8 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.6e-8 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 7.9e-8 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 7.9e-8 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.6e-8 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 170 | 1.7e-7 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.3167670501 | 0.3167670172 | 3.3e-8 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.5628206198 | 0.5628205906 | 2.9e-8 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -201.96116 | -201.96116 | 7.1e-13 | pass | |
| phit Nelder–Mead, lme4 bobyqa | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 415.9223201 | 415.9223201 | 1.4e-12 | pass | |
| phit Nelder–Mead, lme4 bobyqa | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 433.7411999 | 433.7411999 | 1.4e-12 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 6 | 6 | 0 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 138 | 138 | 0 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 7.3e-8 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 2.7e-7 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 4.2e-7 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 9.3e-6 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.2e-12 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 8.4e-7 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.7e-7 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.1e-6 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.1e-6 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.7e-7 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 170 | 3.0e-6 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.3167670088 | 0.3167675508 | 5.4e-7 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.5628205832 | 0.5628210646 | 4.8e-7 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -201.96116 | -201.96116 | 1.1e-10 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 415.9223201 | 415.9223201 | 2.2e-10 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 433.7411999 | 433.7411999 | 2.2e-10 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 6 | 6 | 0 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 138 | 138 | 0 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 6.6e-8 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 2.7e-7 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 4.2e-7 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 9.3e-6 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.1e-12 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 8.3e-7 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.6e-7 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 9.8e-7 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 9.8e-7 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.6e-7 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 170 | 3.0e-6 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.3167670501 | 0.3167675508 | 5.0e-7 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.5628206198 | 0.5628210646 | 4.4e-7 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -201.96116 | -201.96116 | 1.1e-10 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 415.9223201 | 415.9223201 | 2.1e-10 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 433.7411999 | 433.7411999 | 2.1e-10 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 6 | 6 | 0 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 138 | 138 | 0 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 5.8e-9 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 1.9e-7 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 3.0e-7 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 6.6e-6 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 2.8e-13 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 5.9e-7 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 2.2e-8 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.7e-7 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.7e-7 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 2.2e-8 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 170 | 2.3e-6 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.3167670088 | 0.3167671041 | 9.5e-8 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.5628205832 | 0.5628206678 | 8.5e-8 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -201.96116 | -201.96116 | 1.2e-11 | pass | |
| phit BOBYQA, lme4 nlminbwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 415.9223201 | 415.9223201 | 2.4e-11 | pass | |
| phit BOBYQA, lme4 nlminbwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 433.7411999 | 433.7411999 | 2.4e-11 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 6 | 6 | 0 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 138 | 138 | 0 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 8.7e-9 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 1.9e-7 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 3.0e-7 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 6.6e-6 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 2.0e-13 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 5.9e-7 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 2.4e-8 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 9.5e-8 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 9.5e-8 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 2.4e-8 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 170 | 2.3e-6 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.3167670501 | 0.3167671041 | 5.4e-8 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.5628206198 | 0.5628206678 | 4.8e-8 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -201.96116 | -201.96116 | 1.1e-11 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 415.9223201 | 415.9223201 | 2.3e-11 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 433.7411999 | 433.7411999 | 2.3e-11 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 6 | 6 | 0 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 138 | 138 | 0 | pass | |
| phit BOBYQA, lme4 nloptwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 2.1e-8 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 3.9e-7 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 6.0e-7 | pass | |||
| phit BOBYQA, lme4 nloptwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.3e-5 | pass | |||
| phit BOBYQA, lme4 nloptwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 7.0e-13 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 1.2e-6 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 5.4e-8 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 4.6e-7 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 4.6e-7 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 5.4e-8 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 170 | 4.6e-6 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.3167670088 | 0.3167667555 | 2.5e-7 | pass | |
| phit BOBYQA, lme4 nloptwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.5628205832 | 0.5628203581 | 2.3e-7 | pass | |
| phit BOBYQA, lme4 nloptwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -201.96116 | -201.96116 | 5.5e-11 | pass | |
| phit BOBYQA, lme4 nloptwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 415.9223201 | 415.9223201 | 1.1e-10 | pass | |
| phit BOBYQA, lme4 nloptwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 433.7411999 | 433.7411999 | 1.1e-10 | pass | |
| phit BOBYQA, lme4 nloptwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 6 | 6 | 0 | pass | |
| phit BOBYQA, lme4 nloptwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 138 | 138 | 0 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 2.8e-8 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 3.9e-7 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 6.1e-7 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.3e-5 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 7.8e-13 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 1.2e-6 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 6.1e-8 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 5.4e-7 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 5.4e-7 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 6.1e-8 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 170 | 4.6e-6 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.3167670501 | 0.3167667555 | 2.9e-7 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.5628206198 | 0.5628203581 | 2.6e-7 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -201.96116 | -201.96116 | 5.4e-11 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 415.9223201 | 415.9223201 | 1.1e-10 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 433.7411999 | 433.7411999 | 1.1e-10 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 6 | 6 | 0 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 138 | 138 | 0 | pass | |
| Weights and offsets, REML | phit BOBYQA, lme4 bobyqa | Coefficients | |x − r| ≤ 1e-5 + 1e-5 × |r| | 3 | 1.1e-8 | pass | ||
| phit BOBYQA, lme4 bobyqa | Covariance matrix | |x − r| ≤ 1e-5 + 1e-5 × |r| | 9 | 3.6e-9 | pass | |||
| phit BOBYQA, lme4 bobyqa | Standard errors | |x − r| ≤ 1e-5 + 1e-5 × |r| | 3 | 8.4e-9 | pass | |||
| phit BOBYQA, lme4 bobyqa | z statistics | |x − r| ≤ 1e-5 + 1e-5 × |r| | 3 | 5.2e-7 | pass | |||
| phit BOBYQA, lme4 bobyqa | p-values | |x − r| ≤ 1e-5 + 1e-5 × |r| | 3 | 5.8e-18 | pass | |||
| phit BOBYQA, lme4 bobyqa | Confidence intervals | |x − r| ≤ 1e-5 + 1e-5 × |r| | 6 | 2.1e-8 | pass | |||
| phit BOBYQA, lme4 bobyqa | Fitted values (fixed effects only) | |x − r| ≤ 1e-5 + 1e-5 × |r| | 144 | 4.4e-8 | pass | |||
| phit BOBYQA, lme4 bobyqa | Fitted values | |x − r| ≤ 1e-5 + 1e-5 × |r| | 144 | 1.4e-7 | pass | |||
| phit BOBYQA, lme4 bobyqa | Residuals | |x − r| ≤ 1e-5 + 1e-5 × |r| | 144 | 1.4e-7 | pass | |||
| phit BOBYQA, lme4 bobyqa | Residuals (fixed effects only) | |x − r| ≤ 1e-5 + 1e-5 × |r| | 144 | 4.4e-8 | pass | |||
| phit BOBYQA, lme4 bobyqa | Random-term covariances and effects | |x − r| ≤ 1e-5 + 1e-5 × |r| | 76 | 7.0e-8 | pass | |||
| phit BOBYQA, lme4 bobyqa | Residual variance | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 1.305406376 | 1.305406358 | 1.8e-8 | pass | |
| phit BOBYQA, lme4 bobyqa | Residual standard deviation | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 1.142543818 | 1.14254381 | 8.0e-9 | pass | |
| phit BOBYQA, lme4 bobyqa | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -232.459799 | -232.459799 | 0 | pass | |
| phit BOBYQA, lme4 bobyqa | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 478.9195979 | 478.9195979 | 0 | pass | |
| phit BOBYQA, lme4 bobyqa | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 499.708291 | 499.708291 | 0 | pass | |
| phit BOBYQA, lme4 bobyqa | Number of parameters | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 7 | 7 | 0 | pass | |
| phit BOBYQA, lme4 bobyqa | Residual degrees of freedom | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 137 | 137 | 0 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 2.0e-8 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 3.6e-8 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 5.4e-8 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.1e-6 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 5.0e-17 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 1.2e-7 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 8.4e-8 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 3.6e-7 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 3.6e-7 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 8.4e-8 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 76 | 4.4e-7 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.305406342 | 1.305406358 | 1.6e-8 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.142543803 | 1.14254381 | 6.9e-9 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -232.459799 | -232.459799 | 7.1e-13 | pass | |
| phit Nelder–Mead, lme4 bobyqa | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 478.9195979 | 478.9195979 | 1.4e-12 | pass | |
| phit Nelder–Mead, lme4 bobyqa | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 499.708291 | 499.708291 | 1.4e-12 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 7 | 7 | 0 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 137 | 137 | 0 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 6.0e-8 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 5.5e-8 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 7.1e-8 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 5.0e-6 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 5.9e-17 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 1.8e-7 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 2.9e-7 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.6e-6 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.6e-6 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 2.9e-7 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 76 | 7.9e-7 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.305406376 | 1.30540636 | 1.6e-8 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.142543818 | 1.142543811 | 7.2e-9 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -232.459799 | -232.459799 | 1.4e-11 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 478.9195979 | 478.9195979 | 2.9e-11 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 499.708291 | 499.708291 | 2.9e-11 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 7 | 7 | 0 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 137 | 137 | 0 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 5.2e-8 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 4.1e-8 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 5.6e-8 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 4.0e-6 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 3.6e-18 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 1.5e-7 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 2.5e-7 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.4e-6 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.4e-6 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 2.5e-7 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 76 | 6.8e-7 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.305406342 | 1.30540636 | 1.8e-8 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.142543803 | 1.142543811 | 7.7e-9 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -232.459799 | -232.459799 | 1.4e-11 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 478.9195979 | 478.9195979 | 2.8e-11 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 499.708291 | 499.708291 | 2.8e-11 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 7 | 7 | 0 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 137 | 137 | 0 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 3.5e-6 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 5.1e-7 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 2.0e-6 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.2e-4 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 3.3e-16 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 5.3e-6 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.4e-5 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 4.9e-5 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 4.9e-5 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.4e-5 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 76 | 2.1e-5 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.305406376 | 1.305401841 | 4.5e-6 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.142543818 | 1.142541834 | 2.0e-6 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -232.459799 | -232.459799 | 4.0e-9 | pass | |
| phit BOBYQA, lme4 nlminbwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 478.9195979 | 478.9195979 | 8.0e-9 | pass | |
| phit BOBYQA, lme4 nlminbwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 499.708291 | 499.708291 | 8.0e-9 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 7 | 7 | 0 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 137 | 137 | 0 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 3.5e-6 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 5.0e-7 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 2.0e-6 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.2e-4 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 2.7e-16 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 5.3e-6 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.4e-5 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 4.9e-5 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 4.9e-5 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.4e-5 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 76 | 2.1e-5 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.305406342 | 1.305401841 | 4.5e-6 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.142543803 | 1.142541834 | 2.0e-6 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -232.459799 | -232.459799 | 4.0e-9 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 478.9195979 | 478.9195979 | 8.0e-9 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 499.708291 | 499.708291 | 8.0e-9 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 7 | 7 | 0 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 137 | 137 | 0 | pass | |
| phit BOBYQA, lme4 nloptwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 3.0e-7 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 3.8e-7 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 5.5e-7 | pass | |||
| phit BOBYQA, lme4 nloptwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.5e-5 | pass | |||
| phit BOBYQA, lme4 nloptwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 5.5e-16 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 1.2e-6 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.2e-6 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 4.1e-6 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 4.1e-6 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.2e-6 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 76 | 4.5e-6 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.305406376 | 1.305405635 | 7.4e-7 | pass | |
| phit BOBYQA, lme4 nloptwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.142543818 | 1.142543494 | 3.2e-7 | pass | |
| phit BOBYQA, lme4 nloptwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -232.459799 | -232.459799 | 6.1e-11 | pass | |
| phit BOBYQA, lme4 nloptwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 478.9195979 | 478.9195979 | 1.2e-10 | pass | |
| phit BOBYQA, lme4 nloptwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 499.708291 | 499.708291 | 1.2e-10 | pass | |
| phit BOBYQA, lme4 nloptwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 7 | 7 | 0 | pass | |
| phit BOBYQA, lme4 nloptwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 137 | 137 | 0 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 3.1e-7 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 3.4e-7 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 5.0e-7 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.4e-5 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 4.9e-16 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 1.1e-6 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.2e-6 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 4.3e-6 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 4.3e-6 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.2e-6 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 76 | 4.0e-6 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.305406342 | 1.305405635 | 7.1e-7 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.142543803 | 1.142543494 | 3.1e-7 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -232.459799 | -232.459799 | 6.1e-11 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 478.9195979 | 478.9195979 | 1.2e-10 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 499.708291 | 499.708291 | 1.2e-10 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 7 | 7 | 0 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 137 | 137 | 0 | pass | |
| No fixed intercept, ML | phit BOBYQA, lme4 bobyqa | Coefficients | |x − r| ≤ 1e-5 + 1e-5 × |r| | 2 | 1.4e-8 | pass | ||
| phit BOBYQA, lme4 bobyqa | Covariance matrix | |x − r| ≤ 1e-5 + 1e-5 × |r| | 4 | 6.8e-11 | pass | |||
| phit BOBYQA, lme4 bobyqa | Standard errors | |x − r| ≤ 1e-5 + 1e-5 × |r| | 2 | 2.8e-10 | pass | |||
| phit BOBYQA, lme4 bobyqa | z statistics | |x − r| ≤ 1e-5 + 1e-5 × |r| | 2 | 1.3e-7 | pass | |||
| phit BOBYQA, lme4 bobyqa | p-values | |x − r| ≤ 1e-5 + 1e-5 × |r| | 2 | 4.6e-12 | pass | |||
| phit BOBYQA, lme4 bobyqa | Confidence intervals | |x − r| ≤ 1e-5 + 1e-5 × |r| | 4 | 1.4e-8 | pass | |||
| phit BOBYQA, lme4 bobyqa | Fitted values (fixed effects only) | |x − r| ≤ 1e-5 + 1e-5 × |r| | 144 | 4.0e-8 | pass | |||
| phit BOBYQA, lme4 bobyqa | Fitted values | |x − r| ≤ 1e-5 + 1e-5 × |r| | 144 | 1.9e-8 | pass | |||
| phit BOBYQA, lme4 bobyqa | Residuals | |x − r| ≤ 1e-5 + 1e-5 × |r| | 144 | 1.9e-8 | pass | |||
| phit BOBYQA, lme4 bobyqa | Residuals (fixed effects only) | |x − r| ≤ 1e-5 + 1e-5 × |r| | 144 | 4.0e-8 | pass | |||
| phit BOBYQA, lme4 bobyqa | Random-term covariances and effects | |x − r| ≤ 1e-5 + 1e-5 × |r| | 76 | 3.2e-7 | pass | |||
| phit BOBYQA, lme4 bobyqa | Residual variance | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 1.072907642 | 1.072907637 | 5.1e-9 | pass | |
| phit BOBYQA, lme4 bobyqa | Residual standard deviation | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 1.035812552 | 1.035812549 | 2.4e-9 | pass | |
| phit BOBYQA, lme4 bobyqa | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -235.5220597 | -235.5220597 | 0 | pass | |
| phit BOBYQA, lme4 bobyqa | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 483.0441194 | 483.0441194 | 0 | pass | |
| phit BOBYQA, lme4 bobyqa | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 500.8629992 | 500.8629992 | 0 | pass | |
| phit BOBYQA, lme4 bobyqa | Number of parameters | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 6 | 6 | 0 | pass | |
| phit BOBYQA, lme4 bobyqa | Residual degrees of freedom | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 138 | 138 | 0 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 5.4e-8 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 4 | 8.4e-11 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 4.0e-10 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 5.2e-7 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 1.9e-11 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 4 | 5.5e-8 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.5e-7 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 7.2e-8 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 7.2e-8 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.5e-7 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 76 | 1.4e-7 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.072907636 | 1.072907637 | 1.1e-9 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.035812549 | 1.035812549 | 5.5e-10 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -235.5220597 | -235.5220597 | 5.7e-14 | pass | |
| phit Nelder–Mead, lme4 bobyqa | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 483.0441194 | 483.0441194 | 1.1e-13 | pass | |
| phit Nelder–Mead, lme4 bobyqa | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 500.8629992 | 500.8629992 | 1.1e-13 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 6 | 6 | 0 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 138 | 138 | 0 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 1.1e-6 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 4 | 3.6e-9 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 1.5e-8 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 1.0e-5 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 3.7e-10 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 4 | 1.1e-6 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 3.1e-6 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.5e-6 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.5e-6 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 3.1e-6 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 76 | 1.7e-5 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.072907642 | 1.072907373 | 2.7e-7 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.035812552 | 1.035812422 | 1.3e-7 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -235.5220597 | -235.5220597 | 3.4e-11 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 483.0441194 | 483.0441194 | 6.9e-11 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 500.8629992 | 500.8629992 | 6.9e-11 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 6 | 6 | 0 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 138 | 138 | 0 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 1.1e-6 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 4 | 3.6e-9 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 1.5e-8 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 1.0e-5 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 3.8e-10 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 4 | 1.1e-6 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 3.2e-6 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.6e-6 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.6e-6 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 3.2e-6 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 76 | 1.6e-5 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.072907636 | 1.072907373 | 2.6e-7 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.035812549 | 1.035812422 | 1.3e-7 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -235.5220597 | -235.5220597 | 3.4e-11 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 483.0441194 | 483.0441194 | 6.9e-11 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 500.8629992 | 500.8629992 | 6.9e-11 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 6 | 6 | 0 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 138 | 138 | 0 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 6.7e-6 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 4 | 3.1e-8 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 1.5e-7 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 6.9e-5 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 2.5e-9 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 4 | 7.0e-6 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.9e-5 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 8.8e-6 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 8.8e-6 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.9e-5 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 76 | 1.5e-4 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.072907642 | 1.072909777 | 2.1e-6 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.035812552 | 1.035813582 | 1.0e-6 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -235.5220597 | -235.5220597 | 2.2e-9 | pass | |
| phit BOBYQA, lme4 nlminbwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 483.0441194 | 483.0441194 | 4.4e-9 | pass | |
| phit BOBYQA, lme4 nlminbwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 500.8629992 | 500.8629992 | 4.4e-9 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 6 | 6 | 0 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 138 | 138 | 0 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 6.8e-6 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 4 | 3.1e-8 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 1.5e-7 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 7.0e-5 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 2.6e-9 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 4 | 7.1e-6 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.9e-5 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 8.9e-6 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 8.9e-6 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.9e-5 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 76 | 1.5e-4 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.072907636 | 1.072909777 | 2.1e-6 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.035812549 | 1.035813582 | 1.0e-6 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -235.5220597 | -235.5220597 | 2.2e-9 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 483.0441194 | 483.0441194 | 4.4e-9 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 500.8629992 | 500.8629992 | 4.4e-9 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 6 | 6 | 0 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 138 | 138 | 0 | pass | |
| phit BOBYQA, lme4 nloptwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 1.4e-6 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 4 | 1.9e-9 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 8.8e-9 | pass | |||
| phit BOBYQA, lme4 nloptwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 1.3e-5 | pass | |||
| phit BOBYQA, lme4 nloptwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 4.9e-10 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 4 | 1.4e-6 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 3.8e-6 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.8e-6 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.8e-6 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 3.8e-6 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 76 | 3.3e-6 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.072907642 | 1.072907646 | 3.4e-9 | pass | |
| phit BOBYQA, lme4 nloptwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.035812552 | 1.035812553 | 1.7e-9 | pass | |
| phit BOBYQA, lme4 nloptwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -235.5220597 | -235.5220597 | 2.1e-11 | pass | |
| phit BOBYQA, lme4 nloptwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 483.0441194 | 483.0441194 | 4.1e-11 | pass | |
| phit BOBYQA, lme4 nloptwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 500.8629992 | 500.8629992 | 4.1e-11 | pass | |
| phit BOBYQA, lme4 nloptwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 6 | 6 | 0 | pass | |
| phit BOBYQA, lme4 nloptwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 138 | 138 | 0 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 1.4e-6 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 4 | 2.0e-9 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 9.4e-9 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 1.4e-5 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 5.0e-10 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 4 | 1.4e-6 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 3.9e-6 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.9e-6 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.9e-6 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 3.9e-6 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 76 | 3.3e-6 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.072907636 | 1.072907646 | 9.6e-9 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.035812549 | 1.035812553 | 4.7e-9 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -235.5220597 | -235.5220597 | 2.0e-11 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 483.0441194 | 483.0441194 | 4.1e-11 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 500.8629992 | 500.8629992 | 4.1e-11 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 6 | 6 | 0 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 138 | 138 | 0 | pass | |
| Random slope without intercept, ML | phit BOBYQA, lme4 bobyqa | Coefficients | |x − r| ≤ 1e-5 + 1e-5 × |r| | 3 | 2.1e-9 | pass | ||
| phit BOBYQA, lme4 bobyqa | Covariance matrix | |x − r| ≤ 1e-5 + 1e-5 × |r| | 9 | 1.3e-9 | pass | |||
| phit BOBYQA, lme4 bobyqa | Standard errors | |x − r| ≤ 1e-5 + 1e-5 × |r| | 3 | 3.4e-9 | pass | |||
| phit BOBYQA, lme4 bobyqa | z statistics | |x − r| ≤ 1e-5 + 1e-5 × |r| | 3 | 9.0e-8 | pass | |||
| phit BOBYQA, lme4 bobyqa | p-values | |x − r| ≤ 1e-5 + 1e-5 × |r| | 3 | 1.9e-10 | pass | |||
| phit BOBYQA, lme4 bobyqa | Confidence intervals | |x − r| ≤ 1e-5 + 1e-5 × |r| | 6 | 7.8e-9 | pass | |||
| phit BOBYQA, lme4 bobyqa | Fitted values (fixed effects only) | |x − r| ≤ 1e-5 + 1e-5 × |r| | 144 | 4.4e-9 | pass | |||
| phit BOBYQA, lme4 bobyqa | Fitted values | |x − r| ≤ 1e-5 + 1e-5 × |r| | 144 | 5.5e-8 | pass | |||
| phit BOBYQA, lme4 bobyqa | Residuals | |x − r| ≤ 1e-5 + 1e-5 × |r| | 144 | 5.5e-8 | pass | |||
| phit BOBYQA, lme4 bobyqa | Residuals (fixed effects only) | |x − r| ≤ 1e-5 + 1e-5 × |r| | 144 | 4.4e-9 | pass | |||
| phit BOBYQA, lme4 bobyqa | Random-term covariances and effects | |x − r| ≤ 1e-5 + 1e-5 × |r| | 25 | 2.9e-8 | pass | |||
| phit BOBYQA, lme4 bobyqa | Residual variance | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 2.125350087 | 2.125350079 | 7.6e-9 | pass | |
| phit BOBYQA, lme4 bobyqa | Residual standard deviation | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 1.457858047 | 1.457858045 | 2.6e-9 | pass | |
| phit BOBYQA, lme4 bobyqa | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -262.4286791 | -262.4286791 | 5.7e-14 | pass | |
| phit BOBYQA, lme4 bobyqa | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 534.8573581 | 534.8573581 | 1.1e-13 | pass | |
| phit BOBYQA, lme4 bobyqa | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 549.7064246 | 549.7064246 | 1.1e-13 | pass | |
| phit BOBYQA, lme4 bobyqa | Number of parameters | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 5 | 5 | 0 | pass | |
| phit BOBYQA, lme4 bobyqa | Residual degrees of freedom | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 139 | 139 | 0 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.2e-8 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 7.0e-9 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.9e-8 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 5.0e-7 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.1e-9 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 4.3e-8 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 2.4e-8 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 3.0e-7 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 3.0e-7 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 2.4e-8 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 25 | 1.6e-7 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 2.125350121 | 2.125350079 | 4.2e-8 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.457858059 | 1.457858045 | 1.4e-8 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -262.4286791 | -262.4286791 | 1.7e-13 | pass | |
| phit Nelder–Mead, lme4 bobyqa | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 534.8573581 | 534.8573581 | 3.4e-13 | pass | |
| phit Nelder–Mead, lme4 bobyqa | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 549.7064246 | 549.7064246 | 3.4e-13 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 5 | 5 | 0 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 139 | 139 | 0 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 7.3e-7 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 4.3e-7 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.2e-6 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 3.1e-5 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 6.6e-8 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 2.7e-6 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.5e-6 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.9e-5 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.9e-5 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.5e-6 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 25 | 9.9e-6 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 2.125350087 | 2.125352695 | 2.6e-6 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.457858047 | 1.457858942 | 8.9e-7 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -262.4286791 | -262.4286791 | 6.6e-10 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 534.8573581 | 534.8573581 | 1.3e-9 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 549.7064246 | 549.7064246 | 1.3e-9 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 5 | 5 | 0 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 139 | 139 | 0 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 7.2e-7 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 4.3e-7 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.1e-6 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 3.0e-5 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 6.5e-8 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 2.6e-6 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.5e-6 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.9e-5 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.9e-5 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.5e-6 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 25 | 9.8e-6 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 2.125350121 | 2.125352695 | 2.6e-6 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.457858059 | 1.457858942 | 8.8e-7 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -262.4286791 | -262.4286791 | 6.6e-10 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 534.8573581 | 534.8573581 | 1.3e-9 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 549.7064246 | 549.7064246 | 1.3e-9 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 5 | 5 | 0 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 139 | 139 | 0 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.3e-7 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 7.5e-8 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 2.0e-7 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 5.3e-6 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.2e-8 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 4.6e-7 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 2.6e-7 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 3.3e-6 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 3.3e-6 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 2.6e-7 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 25 | 1.7e-6 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 2.125350087 | 2.125350541 | 4.5e-7 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.457858047 | 1.457858203 | 1.6e-7 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -262.4286791 | -262.4286791 | 2.0e-11 | pass | |
| phit BOBYQA, lme4 nlminbwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 534.8573581 | 534.8573581 | 4.0e-11 | pass | |
| phit BOBYQA, lme4 nlminbwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 549.7064246 | 549.7064246 | 4.0e-11 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 5 | 5 | 0 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 139 | 139 | 0 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.2e-7 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 7.0e-8 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.9e-7 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 4.9e-6 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.1e-8 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 4.3e-7 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 2.4e-7 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 3.0e-6 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 3.0e-6 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 2.4e-7 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 25 | 1.6e-6 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 2.125350121 | 2.125350541 | 4.2e-7 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.457858059 | 1.457858203 | 1.4e-7 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -262.4286791 | -262.4286791 | 2.0e-11 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 534.8573581 | 534.8573581 | 4.0e-11 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 549.7064246 | 549.7064246 | 4.0e-11 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 5 | 5 | 0 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 139 | 139 | 0 | pass | |
| phit BOBYQA, lme4 nloptwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 3.2e-8 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 1.9e-8 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 5.1e-8 | pass | |||
| phit BOBYQA, lme4 nloptwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.4e-6 | pass | |||
| phit BOBYQA, lme4 nloptwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 2.9e-9 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 1.2e-7 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 6.6e-8 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 8.3e-7 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 8.3e-7 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 6.6e-8 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 25 | 4.4e-7 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 2.125350087 | 2.125349972 | 1.2e-7 | pass | |
| phit BOBYQA, lme4 nloptwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.457858047 | 1.457858008 | 3.9e-8 | pass | |
| phit BOBYQA, lme4 nloptwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -262.4286791 | -262.4286791 | 1.3e-12 | pass | |
| phit BOBYQA, lme4 nloptwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 534.8573581 | 534.8573581 | 2.5e-12 | pass | |
| phit BOBYQA, lme4 nloptwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 549.7064246 | 549.7064246 | 2.5e-12 | pass | |
| phit BOBYQA, lme4 nloptwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 5 | 5 | 0 | pass | |
| phit BOBYQA, lme4 nloptwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 139 | 139 | 0 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 4.2e-8 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 2.5e-8 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 6.6e-8 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.8e-6 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 3.8e-9 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 1.5e-7 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 8.5e-8 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.1e-6 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 1.1e-6 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 144 | 8.5e-8 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 25 | 5.7e-7 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 2.125350121 | 2.125349972 | 1.5e-7 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.457858059 | 1.457858008 | 5.1e-8 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -262.4286791 | -262.4286791 | 1.1e-12 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 534.8573581 | 534.8573581 | 2.3e-12 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 549.7064246 | 549.7064246 | 2.3e-12 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 5 | 5 | 0 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 139 | 139 | 0 | pass | |
| sleepstudy, ML | phit BOBYQA, lme4 bobyqa | Coefficients | |x − r| ≤ 1e-5 + 1e-5 × |r| | 2 | 3.7e-13 | pass | ||
| phit BOBYQA, lme4 bobyqa | Covariance matrix | |x − r| ≤ 1e-5 + 1e-5 × |r| | 4 | 1.5e-6 | pass | |||
| phit BOBYQA, lme4 bobyqa | Standard errors | |x − r| ≤ 1e-5 + 1e-5 × |r| | 2 | 1.9e-8 | pass | |||
| phit BOBYQA, lme4 bobyqa | z statistics | |x − r| ≤ 1e-5 + 1e-5 × |r| | 2 | 8.8e-8 | pass | |||
| phit BOBYQA, lme4 bobyqa | p-values | |x − r| ≤ 1e-5 + 1e-5 × |r| | 2 | 2.0e-18 | pass | |||
| phit BOBYQA, lme4 bobyqa | Confidence intervals | |x − r| ≤ 1e-5 + 1e-5 × |r| | 4 | 3.7e-8 | pass | |||
| phit BOBYQA, lme4 bobyqa | Fitted values (fixed effects only) | |x − r| ≤ 1e-5 + 1e-5 × |r| | 180 | 1.2e-12 | pass | |||
| phit BOBYQA, lme4 bobyqa | Fitted values | |x − r| ≤ 1e-5 + 1e-5 × |r| | 180 | 2.6e-6 | pass | |||
| phit BOBYQA, lme4 bobyqa | Residuals | |x − r| ≤ 1e-5 + 1e-5 × |r| | 180 | 2.6e-6 | pass | |||
| phit BOBYQA, lme4 bobyqa | Residuals (fixed effects only) | |x − r| ≤ 1e-5 + 1e-5 × |r| | 180 | 1.2e-12 | pass | |||
| phit BOBYQA, lme4 bobyqa | Random-term covariances and effects | |x − r| ≤ 1e-5 + 1e-5 × |r| | 112 | 2.7e-5 | pass | |||
| phit BOBYQA, lme4 bobyqa | Residual variance | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 654.9410253 | 654.9410241 | 1.2e-6 | pass | |
| phit BOBYQA, lme4 bobyqa | Residual standard deviation | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 25.59181559 | 25.59181557 | 2.3e-8 | pass | |
| phit BOBYQA, lme4 bobyqa | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -875.9696722 | -875.9696722 | 1.1e-13 | pass | |
| phit BOBYQA, lme4 bobyqa | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 1763.939344 | 1763.939344 | 2.3e-13 | pass | |
| phit BOBYQA, lme4 bobyqa | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 1783.097086 | 1783.097086 | 2.3e-13 | pass | |
| phit BOBYQA, lme4 bobyqa | Number of parameters | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 6 | 6 | 0 | pass | |
| phit BOBYQA, lme4 bobyqa | Residual degrees of freedom | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 174 | 174 | 0 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 4.0e-13 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 4 | 3.3e-6 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 4.1e-7 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 1.9e-6 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 4.4e-17 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 4 | 8.1e-7 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 180 | 1.3e-12 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 180 | 8.2e-6 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 180 | 8.2e-6 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 180 | 1.3e-12 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 112 | 4.7e-5 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 654.940988 | 654.9410241 | 3.6e-5 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 25.59181486 | 25.59181557 | 7.1e-7 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -875.9696722 | -875.9696722 | 1.4e-12 | pass | |
| phit Nelder–Mead, lme4 bobyqa | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 1763.939344 | 1763.939344 | 2.7e-12 | pass | |
| phit Nelder–Mead, lme4 bobyqa | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 1783.097086 | 1783.097086 | 2.7e-12 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 6 | 6 | 0 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 174 | 174 | 0 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 8.8e-13 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 4 | 1.8e-4 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 1.3e-5 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 7.7e-5 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 5.9e-17 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 4 | 2.6e-5 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 180 | 1.2e-12 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 180 | 6.3e-5 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 180 | 6.3e-5 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 180 | 1.2e-12 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 112 | 3.4e-3 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 654.9410253 | 654.9414844 | 4.6e-4 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 25.59181559 | 25.59182456 | 9.0e-6 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -875.9696722 | -875.9696722 | 1.9e-10 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 1763.939344 | 1763.939344 | 3.8e-10 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 1783.097086 | 1783.097086 | 3.8e-10 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 6 | 6 | 0 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 174 | 174 | 0 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 8.5e-13 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 4 | 1.8e-4 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 1.3e-5 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 7.5e-5 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 1.0e-16 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 4 | 2.6e-5 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 180 | 1.3e-12 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 180 | 5.8e-5 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 180 | 5.8e-5 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 180 | 1.3e-12 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 112 | 3.3e-3 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 654.940988 | 654.9414844 | 5.0e-4 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 25.59181486 | 25.59182456 | 9.7e-6 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -875.9696722 | -875.9696722 | 1.9e-10 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 1763.939344 | 1763.939344 | 3.8e-10 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 1783.097086 | 1783.097086 | 3.8e-10 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 6 | 6 | 0 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 174 | 174 | 0 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 2.0e-13 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 4 | 9.3e-5 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 7.0e-6 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 4.0e-5 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 7.2e-17 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 4 | 1.4e-5 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 180 | 1.8e-12 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 180 | 2.8e-5 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 180 | 2.8e-5 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 180 | 1.8e-12 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 112 | 1.8e-3 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 654.9410253 | 654.9407601 | 2.7e-4 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 25.59181559 | 25.59181041 | 5.2e-6 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -875.9696722 | -875.9696722 | 3.9e-11 | pass | |
| phit BOBYQA, lme4 nlminbwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 1763.939344 | 1763.939344 | 7.9e-11 | pass | |
| phit BOBYQA, lme4 nlminbwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 1783.097086 | 1783.097086 | 7.9e-11 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 6 | 6 | 0 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 174 | 174 | 0 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 2.0e-13 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 4 | 9.6e-5 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 7.3e-6 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 4.1e-5 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 3.0e-17 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 4 | 1.4e-5 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 180 | 1.7e-12 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 180 | 3.1e-5 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 180 | 3.1e-5 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 180 | 1.7e-12 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 112 | 1.8e-3 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 654.940988 | 654.9407601 | 2.3e-4 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 25.59181486 | 25.59181041 | 4.5e-6 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -875.9696722 | -875.9696722 | 3.8e-11 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 1763.939344 | 1763.939344 | 7.6e-11 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 1783.097086 | 1783.097086 | 7.6e-11 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 6 | 6 | 0 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 174 | 174 | 0 | pass | |
| phit BOBYQA, lme4 nloptwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 1.7e-12 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 4 | 2.0e-3 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 1.5e-4 | pass | |||
| phit BOBYQA, lme4 nloptwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 8.8e-4 | pass | |||
| phit BOBYQA, lme4 nloptwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 7.0e-16 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 4 | 3.0e-4 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 180 | 1.7e-12 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 180 | 6.6e-4 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 180 | 6.6e-4 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 180 | 1.7e-12 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 112 | 3.8e-2 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 654.9410253 | 654.9457057 | 4.7e-3 | pass | |
| phit BOBYQA, lme4 nloptwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 25.59181559 | 25.59190704 | 9.1e-5 | pass | |
| phit BOBYQA, lme4 nloptwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -875.9696722 | -875.9696722 | 1.3e-8 | pass | |
| phit BOBYQA, lme4 nloptwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 1763.939344 | 1763.939344 | 2.6e-8 | pass | |
| phit BOBYQA, lme4 nloptwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 1783.097086 | 1783.097086 | 2.6e-8 | pass | |
| phit BOBYQA, lme4 nloptwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 6 | 6 | 0 | pass | |
| phit BOBYQA, lme4 nloptwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 174 | 174 | 0 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 1.7e-12 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 4 | 2.0e-3 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 1.5e-4 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 8.8e-4 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 7.4e-16 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 4 | 3.0e-4 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 180 | 1.7e-12 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 180 | 6.5e-4 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 180 | 6.5e-4 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 180 | 1.7e-12 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 112 | 3.8e-2 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 654.940988 | 654.9457057 | 4.7e-3 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 25.59181486 | 25.59190704 | 9.2e-5 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -875.9696722 | -875.9696722 | 1.3e-8 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 1763.939344 | 1763.939344 | 2.6e-8 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 1783.097086 | 1783.097086 | 2.6e-8 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 6 | 6 | 0 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 174 | 174 | 0 | pass | |
| sleepstudy, REML | phit BOBYQA, lme4 bobyqa | Coefficients | |x − r| ≤ 1e-5 + 1e-5 × |r| | 2 | 2.8e-13 | pass | ||
| phit BOBYQA, lme4 bobyqa | Covariance matrix | |x − r| ≤ 1e-5 + 1e-5 × |r| | 4 | 1.3e-5 | pass | |||
| phit BOBYQA, lme4 bobyqa | Standard errors | |x − r| ≤ 1e-5 + 1e-5 × |r| | 2 | 9.2e-7 | pass | |||
| phit BOBYQA, lme4 bobyqa | z statistics | |x − r| ≤ 1e-5 + 1e-5 × |r| | 2 | 5.0e-6 | pass | |||
| phit BOBYQA, lme4 bobyqa | p-values | |x − r| ≤ 1e-5 + 1e-5 × |r| | 2 | 1.5e-17 | pass | |||
| phit BOBYQA, lme4 bobyqa | Confidence intervals | |x − r| ≤ 1e-5 + 1e-5 × |r| | 4 | 1.8e-6 | pass | |||
| phit BOBYQA, lme4 bobyqa | Fitted values (fixed effects only) | |x − r| ≤ 1e-5 + 1e-5 × |r| | 180 | 1.1e-12 | pass | |||
| phit BOBYQA, lme4 bobyqa | Fitted values | |x − r| ≤ 1e-5 + 1e-5 × |r| | 180 | 3.7e-6 | pass | |||
| phit BOBYQA, lme4 bobyqa | Residuals | |x − r| ≤ 1e-5 + 1e-5 × |r| | 180 | 3.7e-6 | pass | |||
| phit BOBYQA, lme4 bobyqa | Residuals (fixed effects only) | |x − r| ≤ 1e-5 + 1e-5 × |r| | 180 | 1.1e-12 | pass | |||
| phit BOBYQA, lme4 bobyqa | Random-term covariances and effects | |x − r| ≤ 1e-5 + 1e-5 × |r| | 112 | 2.4e-4 | pass | |||
| phit BOBYQA, lme4 bobyqa | Residual variance | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 654.9410163 | 654.9410435 | 2.7e-5 | pass | |
| phit BOBYQA, lme4 bobyqa | Residual standard deviation | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 25.59181542 | 25.59181595 | 5.3e-7 | pass | |
| phit BOBYQA, lme4 bobyqa | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -871.814136 | -871.814136 | 2.3e-13 | pass | |
| phit BOBYQA, lme4 bobyqa | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 1755.628272 | 1755.628272 | 4.5e-13 | pass | |
| phit BOBYQA, lme4 bobyqa | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 1774.786013 | 1774.786013 | 4.5e-13 | pass | |
| phit BOBYQA, lme4 bobyqa | Number of parameters | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 6 | 6 | 0 | pass | |
| phit BOBYQA, lme4 bobyqa | Residual degrees of freedom | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 174 | 174 | 0 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 3.4e-13 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 4 | 1.6e-5 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 1.2e-6 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 6.4e-6 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 1.1e-16 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 4 | 2.3e-6 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 180 | 1.0e-12 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 180 | 8.5e-6 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 180 | 8.5e-6 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 180 | 1.0e-12 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 112 | 2.9e-4 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 654.9410359 | 654.9410435 | 7.6e-6 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 25.5918158 | 25.59181595 | 1.5e-7 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -871.814136 | -871.814136 | 1.5e-12 | pass | |
| phit Nelder–Mead, lme4 bobyqa | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 1755.628272 | 1755.628272 | 3.0e-12 | pass | |
| phit Nelder–Mead, lme4 bobyqa | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 1774.786013 | 1774.786013 | 3.0e-12 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 6 | 6 | 0 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 174 | 174 | 0 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 9.7e-13 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 4 | 4.0e-4 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 2.9e-5 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 1.6e-4 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 6.7e-16 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 4 | 5.8e-5 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 180 | 1.5e-12 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 180 | 1.1e-4 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 180 | 1.1e-4 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 180 | 1.5e-12 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 112 | 7.5e-3 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 654.9410163 | 654.9401366 | 8.8e-4 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 25.59181542 | 25.59179823 | 1.7e-5 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -871.814136 | -871.814136 | 4.7e-10 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 1755.628272 | 1755.628272 | 9.3e-10 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 1774.786013 | 1774.786013 | 9.3e-10 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 6 | 6 | 0 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 174 | 174 | 0 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 9.1e-13 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 4 | 4.0e-4 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 2.9e-5 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 1.6e-4 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 7.9e-16 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 4 | 5.7e-5 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 180 | 1.5e-12 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 180 | 1.1e-4 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 180 | 1.1e-4 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 180 | 1.5e-12 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 112 | 7.5e-3 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 654.9410359 | 654.9401366 | 9.0e-4 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 25.5918158 | 25.59179823 | 1.8e-5 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -871.814136 | -871.814136 | 4.7e-10 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 1755.628272 | 1755.628272 | 9.3e-10 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 1774.786013 | 1774.786013 | 9.3e-10 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 6 | 6 | 0 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 174 | 174 | 0 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 2.7e-12 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 4 | 9.0e-5 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 4.0e-6 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 1.7e-5 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 1.5e-15 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 4 | 7.8e-6 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 180 | 2.7e-12 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 180 | 1.8e-4 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 180 | 1.8e-4 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 180 | 2.7e-12 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 112 | 1.6e-3 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 654.9410163 | 654.9412334 | 2.2e-4 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 25.59181542 | 25.59181966 | 4.2e-6 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -871.814136 | -871.814136 | 6.8e-10 | pass | |
| phit BOBYQA, lme4 nlminbwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 1755.628272 | 1755.628272 | 1.4e-9 | pass | |
| phit BOBYQA, lme4 nlminbwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 1774.786013 | 1774.786013 | 1.4e-9 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 6 | 6 | 0 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 174 | 174 | 0 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 2.6e-12 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 4 | 8.7e-5 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 3.7e-6 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 1.6e-5 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 1.4e-15 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 4 | 7.2e-6 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 180 | 2.6e-12 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 180 | 1.7e-4 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 180 | 1.7e-4 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 180 | 2.6e-12 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 112 | 1.6e-3 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 654.9410359 | 654.9412334 | 2.0e-4 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 25.5918158 | 25.59181966 | 3.9e-6 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -871.814136 | -871.814136 | 6.8e-10 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 1755.628272 | 1755.628272 | 1.4e-9 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 1774.786013 | 1774.786013 | 1.4e-9 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 6 | 6 | 0 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 174 | 174 | 0 | pass | |
| phit BOBYQA, lme4 nloptwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 2.8e-12 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 4 | 5.4e-4 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 4.0e-5 | pass | |||
| phit BOBYQA, lme4 nloptwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 2.2e-4 | pass | |||
| phit BOBYQA, lme4 nloptwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 2.8e-16 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 4 | 7.8e-5 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 180 | 2.8e-12 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 180 | 1.6e-4 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 180 | 1.6e-4 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 180 | 2.8e-12 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 112 | 1.0e-2 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 654.9410163 | 654.9400083 | 1.0e-3 | pass | |
| phit BOBYQA, lme4 nloptwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 25.59181542 | 25.59179572 | 2.0e-5 | pass | |
| phit BOBYQA, lme4 nloptwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -871.814136 | -871.814136 | 7.3e-10 | pass | |
| phit BOBYQA, lme4 nloptwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 1755.628272 | 1755.628272 | 1.5e-9 | pass | |
| phit BOBYQA, lme4 nloptwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 1774.786013 | 1774.786013 | 1.5e-9 | pass | |
| phit BOBYQA, lme4 nloptwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 6 | 6 | 0 | pass | |
| phit BOBYQA, lme4 nloptwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 174 | 174 | 0 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 2.8e-12 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 4 | 5.4e-4 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 4.0e-5 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 2.1e-4 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 4.0e-16 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 4 | 7.8e-5 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 180 | 2.8e-12 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 180 | 1.6e-4 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 180 | 1.6e-4 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 180 | 2.8e-12 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 112 | 1.0e-2 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 654.9410359 | 654.9400083 | 1.0e-3 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 25.5918158 | 25.59179572 | 2.0e-5 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -871.814136 | -871.814136 | 7.3e-10 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 1755.628272 | 1755.628272 | 1.5e-9 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 1774.786013 | 1774.786013 | 1.5e-9 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 6 | 6 | 0 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 174 | 174 | 0 | pass | |
| Zero group variance (boundary), REML | phit BOBYQA, lme4 bobyqa | Coefficients | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 0 | pass | ||
| phit BOBYQA, lme4 bobyqa | Covariance matrix | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 1.4e-17 | pass | |||
| phit BOBYQA, lme4 bobyqa | Standard errors | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 2.8e-17 | pass | |||
| phit BOBYQA, lme4 bobyqa | z statistics | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 0 | pass | |||
| phit BOBYQA, lme4 bobyqa | p-values | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 0 | pass | |||
| phit BOBYQA, lme4 bobyqa | Confidence intervals | |x − r| ≤ 1e-5 + 1e-5 × |r| | 2 | 5.6e-17 | pass | |||
| phit BOBYQA, lme4 bobyqa | Fitted values (fixed effects only) | |x − r| ≤ 1e-5 + 1e-5 × |r| | 48 | 0 | pass | |||
| phit BOBYQA, lme4 bobyqa | Fitted values | |x − r| ≤ 1e-5 + 1e-5 × |r| | 48 | 0 | pass | |||
| phit BOBYQA, lme4 bobyqa | Residuals | |x − r| ≤ 1e-5 + 1e-5 × |r| | 48 | 0 | pass | |||
| phit BOBYQA, lme4 bobyqa | Residuals (fixed effects only) | |x − r| ≤ 1e-5 + 1e-5 × |r| | 48 | 0 | pass | |||
| phit BOBYQA, lme4 bobyqa | Random-term covariances and effects | |x − r| ≤ 1e-5 + 1e-5 × |r| | 25 | 0 | pass | |||
| phit BOBYQA, lme4 bobyqa | Residual variance | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 2.553191489 | 2.553191489 | 1.8e-15 | pass | |
| phit BOBYQA, lme4 bobyqa | Residual standard deviation | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 1.597870924 | 1.597870924 | 4.4e-16 | pass | |
| phit BOBYQA, lme4 bobyqa | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -90.65329888 | -90.65329888 | 1.4e-14 | pass | |
| phit BOBYQA, lme4 bobyqa | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 187.3065978 | 187.3065978 | 2.8e-14 | pass | |
| phit BOBYQA, lme4 bobyqa | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 192.9202008 | 192.9202008 | 5.7e-14 | pass | |
| phit BOBYQA, lme4 bobyqa | Number of parameters | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 3 | 3 | 0 | pass | |
| phit BOBYQA, lme4 bobyqa | Residual degrees of freedom | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 45 | 45 | 0 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.4e-17 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 2.8e-17 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 5.6e-17 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 48 | 0 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 48 | 0 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 48 | 0 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 48 | 0 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 25 | 0 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 2.553191489 | 2.553191489 | 1.8e-15 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.597870924 | 1.597870924 | 4.4e-16 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -90.65329888 | -90.65329888 | 1.4e-14 | pass | |
| phit Nelder–Mead, lme4 bobyqa | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 187.3065978 | 187.3065978 | 2.8e-14 | pass | |
| phit Nelder–Mead, lme4 bobyqa | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 192.9202008 | 192.9202008 | 5.7e-14 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 3 | 3 | 0 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 45 | 45 | 0 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.4e-17 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 2.8e-17 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 5.6e-17 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 48 | 0 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 48 | 0 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 48 | 0 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 48 | 0 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 25 | 0 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 2.553191489 | 2.553191489 | 1.8e-15 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.597870924 | 1.597870924 | 4.4e-16 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -90.65329888 | -90.65329888 | 1.4e-14 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 187.3065978 | 187.3065978 | 2.8e-14 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 192.9202008 | 192.9202008 | 5.7e-14 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 3 | 3 | 0 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 45 | 45 | 0 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.4e-17 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 2.8e-17 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 5.6e-17 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 48 | 0 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 48 | 0 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 48 | 0 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 48 | 0 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 25 | 0 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 2.553191489 | 2.553191489 | 1.8e-15 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.597870924 | 1.597870924 | 4.4e-16 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -90.65329888 | -90.65329888 | 1.4e-14 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 187.3065978 | 187.3065978 | 2.8e-14 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 192.9202008 | 192.9202008 | 5.7e-14 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 3 | 3 | 0 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 45 | 45 | 0 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.4e-17 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 2.8e-17 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 5.6e-17 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 48 | 0 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 48 | 0 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 48 | 0 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 48 | 0 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 25 | 0 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 2.553191489 | 2.553191489 | 1.8e-15 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.597870924 | 1.597870924 | 4.4e-16 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -90.65329888 | -90.65329888 | 1.4e-14 | pass | |
| phit BOBYQA, lme4 nlminbwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 187.3065978 | 187.3065978 | 2.8e-14 | pass | |
| phit BOBYQA, lme4 nlminbwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 192.9202008 | 192.9202008 | 5.7e-14 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 3 | 3 | 0 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 45 | 45 | 0 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.4e-17 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 2.8e-17 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 5.6e-17 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 48 | 0 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 48 | 0 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 48 | 0 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 48 | 0 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 25 | 0 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 2.553191489 | 2.553191489 | 1.8e-15 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.597870924 | 1.597870924 | 4.4e-16 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -90.65329888 | -90.65329888 | 1.4e-14 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 187.3065978 | 187.3065978 | 2.8e-14 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 192.9202008 | 192.9202008 | 5.7e-14 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 3 | 3 | 0 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 45 | 45 | 0 | pass | |
| phit BOBYQA, lme4 nloptwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.4e-17 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 2.8e-17 | pass | |||
| phit BOBYQA, lme4 nloptwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0 | pass | |||
| phit BOBYQA, lme4 nloptwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 5.6e-17 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 48 | 0 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 48 | 0 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 48 | 0 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 48 | 0 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 25 | 0 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 2.553191489 | 2.553191489 | 1.8e-15 | pass | |
| phit BOBYQA, lme4 nloptwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.597870924 | 1.597870924 | 4.4e-16 | pass | |
| phit BOBYQA, lme4 nloptwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -90.65329888 | -90.65329888 | 1.4e-14 | pass | |
| phit BOBYQA, lme4 nloptwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 187.3065978 | 187.3065978 | 2.8e-14 | pass | |
| phit BOBYQA, lme4 nloptwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 192.9202008 | 192.9202008 | 5.7e-14 | pass | |
| phit BOBYQA, lme4 nloptwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 3 | 3 | 0 | pass | |
| phit BOBYQA, lme4 nloptwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 45 | 45 | 0 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.4e-17 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 2.8e-17 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 2 | 5.6e-17 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 48 | 0 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 48 | 0 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 48 | 0 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 48 | 0 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 25 | 0 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 2.553191489 | 2.553191489 | 1.8e-15 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 1.597870924 | 1.597870924 | 4.4e-16 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -90.65329888 | -90.65329888 | 1.4e-14 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 187.3065978 | 187.3065978 | 2.8e-14 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 192.9202008 | 192.9202008 | 5.7e-14 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 3 | 3 | 0 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 45 | 45 | 0 | pass | |
| Three nested grouping levels, ML | phit BOBYQA, lme4 bobyqa | Coefficients | |x − r| ≤ 1e-5 + 1e-5 × |r| | 3 | 3.4e-10 | pass | ||
| phit BOBYQA, lme4 bobyqa | Covariance matrix | |x − r| ≤ 1e-5 + 1e-5 × |r| | 9 | 1.5e-6 | pass | |||
| phit BOBYQA, lme4 bobyqa | Standard errors | |x − r| ≤ 1e-5 + 1e-5 × |r| | 3 | 4.3e-7 | pass | |||
| phit BOBYQA, lme4 bobyqa | z statistics | |x − r| ≤ 1e-5 + 1e-5 × |r| | 3 | 7.7e-6 | pass | |||
| phit BOBYQA, lme4 bobyqa | p-values | |x − r| ≤ 1e-5 + 1e-5 × |r| | 3 | 1.3e-27 | pass | |||
| phit BOBYQA, lme4 bobyqa | Confidence intervals | |x − r| ≤ 1e-5 + 1e-5 × |r| | 6 | 8.4e-7 | pass | |||
| phit BOBYQA, lme4 bobyqa | Fitted values (fixed effects only) | |x − r| ≤ 1e-5 + 1e-5 × |r| | 256 | 5.9e-10 | pass | |||
| phit BOBYQA, lme4 bobyqa | Fitted values | |x − r| ≤ 1e-5 + 1e-5 × |r| | 256 | 6.6e-9 | pass | |||
| phit BOBYQA, lme4 bobyqa | Residuals | |x − r| ≤ 1e-5 + 1e-5 × |r| | 256 | 6.6e-9 | pass | |||
| phit BOBYQA, lme4 bobyqa | Residuals (fixed effects only) | |x − r| ≤ 1e-5 + 1e-5 × |r| | 256 | 5.9e-10 | pass | |||
| phit BOBYQA, lme4 bobyqa | Random-term covariances and effects | |x − r| ≤ 1e-5 + 1e-5 × |r| | 115 | 1.0e-5 | pass | |||
| phit BOBYQA, lme4 bobyqa | Residual variance | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 0.6687619393 | 0.6687619225 | 1.7e-8 | pass | |
| phit BOBYQA, lme4 bobyqa | Residual standard deviation | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 0.8177786616 | 0.8177786513 | 1.0e-8 | pass | |
| phit BOBYQA, lme4 bobyqa | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -393.8201204 | -393.8201204 | 1.1e-12 | pass | |
| phit BOBYQA, lme4 bobyqa | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 801.6402407 | 801.6402407 | 2.2e-12 | pass | |
| phit BOBYQA, lme4 bobyqa | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 826.4564828 | 826.4564828 | 2.2e-12 | pass | |
| phit BOBYQA, lme4 bobyqa | Number of parameters | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 7 | 7 | 0 | pass | |
| phit BOBYQA, lme4 bobyqa | Residual degrees of freedom | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 249 | 249 | 0 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 9.9e-11 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 7.8e-9 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 2.2e-9 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 5.9e-8 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.0e-28 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 4.4e-9 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 1.5e-10 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 4.5e-9 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 4.5e-9 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 1.5e-10 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 115 | 8.0e-7 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.6687619238 | 0.6687619225 | 1.2e-9 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.8177786521 | 0.8177786513 | 7.6e-10 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -393.8201204 | -393.8201204 | 1.8e-12 | pass | |
| phit Nelder–Mead, lme4 bobyqa | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 801.6402407 | 801.6402407 | 3.5e-12 | pass | |
| phit Nelder–Mead, lme4 bobyqa | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 826.4564828 | 826.4564828 | 3.5e-12 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 7 | 7 | 0 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 249 | 249 | 0 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 3.6e-9 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 3.8e-6 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.1e-6 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.9e-5 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.8e-27 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 2.1e-6 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 4.6e-9 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 1.4e-7 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 1.4e-7 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 4.6e-9 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 115 | 2.2e-5 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.6687619393 | 0.6687619167 | 2.3e-8 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.8177786616 | 0.8177786478 | 1.4e-8 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -393.8201204 | -393.8201204 | 1.3e-11 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 801.6402407 | 801.6402407 | 2.6e-11 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 826.4564828 | 826.4564828 | 2.6e-11 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 7 | 7 | 0 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 249 | 249 | 0 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 4.1e-9 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 5.3e-6 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.5e-6 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 2.7e-5 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 6.2e-28 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 2.9e-6 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 5.3e-9 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 1.5e-7 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 1.5e-7 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 5.3e-9 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 115 | 3.2e-5 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.6687619238 | 0.6687619167 | 7.1e-9 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.8177786521 | 0.8177786478 | 4.3e-9 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -393.8201204 | -393.8201204 | 1.2e-11 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 801.6402407 | 801.6402407 | 2.5e-11 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 826.4564828 | 826.4564828 | 2.5e-11 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 7 | 7 | 0 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 249 | 249 | 0 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 3.0e-8 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 1.2e-4 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 3.3e-5 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 6.0e-4 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 7.5e-26 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 6.6e-5 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 1.9e-7 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 1.3e-6 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 1.3e-6 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 1.9e-7 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 115 | 1.8e-3 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.6687619393 | 0.668763041 | 1.1e-6 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.8177786616 | 0.8177793352 | 6.7e-7 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -393.8201204 | -393.8201204 | 2.1e-8 | pass | |
| phit BOBYQA, lme4 nlminbwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 801.6402407 | 801.6402408 | 4.2e-8 | pass | |
| phit BOBYQA, lme4 nlminbwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 826.4564828 | 826.4564829 | 4.2e-8 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 7 | 7 | 0 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 249 | 249 | 0 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 3.0e-8 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 1.2e-4 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 3.3e-5 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 5.9e-4 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 7.6e-26 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 6.5e-5 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 1.9e-7 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 1.4e-6 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 1.4e-6 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 1.9e-7 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 115 | 1.8e-3 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.6687619238 | 0.668763041 | 1.1e-6 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.8177786521 | 0.8177793352 | 6.8e-7 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -393.8201204 | -393.8201204 | 2.1e-8 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 801.6402407 | 801.6402408 | 4.2e-8 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 826.4564828 | 826.4564829 | 4.2e-8 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 7 | 7 | 0 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 249 | 249 | 0 | pass | |
| phit BOBYQA, lme4 nloptwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 2.4e-9 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 6.9e-6 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.9e-6 | pass | |||
| phit BOBYQA, lme4 nloptwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 3.5e-5 | pass | |||
| phit BOBYQA, lme4 nloptwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.7e-27 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 3.8e-6 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 2.0e-9 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 5.6e-8 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 5.6e-8 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 2.0e-9 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 115 | 5.5e-5 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.6687619393 | 0.66876196 | 2.1e-8 | pass | |
| phit BOBYQA, lme4 nloptwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.8177786616 | 0.8177786742 | 1.3e-8 | pass | |
| phit BOBYQA, lme4 nloptwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -393.8201204 | -393.8201204 | 1.1e-11 | pass | |
| phit BOBYQA, lme4 nloptwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 801.6402407 | 801.6402407 | 2.1e-11 | pass | |
| phit BOBYQA, lme4 nloptwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 826.4564828 | 826.4564828 | 2.1e-11 | pass | |
| phit BOBYQA, lme4 nloptwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 7 | 7 | 0 | pass | |
| phit BOBYQA, lme4 nloptwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 249 | 249 | 0 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 2.8e-9 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 8.4e-6 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 2.4e-6 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 4.2e-5 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 2.9e-27 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 4.6e-6 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 2.7e-9 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 6.3e-8 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 6.3e-8 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 2.7e-9 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 115 | 6.5e-5 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.6687619238 | 0.66876196 | 3.6e-8 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.8177786521 | 0.8177786742 | 2.2e-8 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -393.8201204 | -393.8201204 | 9.8e-12 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 801.6402407 | 801.6402407 | 2.0e-11 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 826.4564828 | 826.4564828 | 2.0e-11 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 7 | 7 | 0 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 249 | 249 | 0 | pass | |
| Four nested grouping levels, ML | phit BOBYQA, lme4 bobyqa | Coefficients | |x − r| ≤ 1e-5 + 1e-5 × |r| | 3 | 1.0e-9 | pass | ||
| phit BOBYQA, lme4 bobyqa | Covariance matrix | |x − r| ≤ 1e-5 + 1e-5 × |r| | 9 | 4.3e-6 | pass | |||
| phit BOBYQA, lme4 bobyqa | Standard errors | |x − r| ≤ 1e-5 + 1e-5 × |r| | 3 | 1.2e-6 | pass | |||
| phit BOBYQA, lme4 bobyqa | z statistics | |x − r| ≤ 1e-5 + 1e-5 × |r| | 3 | 2.1e-5 | pass | |||
| phit BOBYQA, lme4 bobyqa | p-values | |x − r| ≤ 1e-5 + 1e-5 × |r| | 3 | 3.8e-41 | pass | |||
| phit BOBYQA, lme4 bobyqa | Confidence intervals | |x − r| ≤ 1e-5 + 1e-5 × |r| | 6 | 2.3e-6 | pass | |||
| phit BOBYQA, lme4 bobyqa | Fitted values (fixed effects only) | |x − r| ≤ 1e-5 + 1e-5 × |r| | 256 | 2.2e-9 | pass | |||
| phit BOBYQA, lme4 bobyqa | Fitted values | |x − r| ≤ 1e-5 + 1e-5 × |r| | 256 | 2.2e-8 | pass | |||
| phit BOBYQA, lme4 bobyqa | Residuals | |x − r| ≤ 1e-5 + 1e-5 × |r| | 256 | 2.2e-8 | pass | |||
| phit BOBYQA, lme4 bobyqa | Residuals (fixed effects only) | |x − r| ≤ 1e-5 + 1e-5 × |r| | 256 | 2.2e-9 | pass | |||
| phit BOBYQA, lme4 bobyqa | Random-term covariances and effects | |x − r| ≤ 1e-5 + 1e-5 × |r| | 244 | 3.4e-5 | pass | |||
| phit BOBYQA, lme4 bobyqa | Residual variance | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 0.5868566666 | 0.586856686 | 1.9e-8 | pass | |
| phit BOBYQA, lme4 bobyqa | Residual standard deviation | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 0.7660657065 | 0.7660657191 | 1.3e-8 | pass | |
| phit BOBYQA, lme4 bobyqa | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -428.7429549 | -428.7429549 | 8.5e-13 | pass | |
| phit BOBYQA, lme4 bobyqa | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 873.4859097 | 873.4859097 | 1.7e-12 | pass | |
| phit BOBYQA, lme4 bobyqa | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 901.8473293 | 901.8473293 | 1.7e-12 | pass | |
| phit BOBYQA, lme4 bobyqa | Number of parameters | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 8 | 8 | 0 | pass | |
| phit BOBYQA, lme4 bobyqa | Residual degrees of freedom | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 248 | 248 | 0 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 4.3e-9 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 3.1e-6 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 8.6e-7 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.5e-5 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 7.8e-41 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 1.7e-6 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 1.2e-8 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 7.6e-8 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 7.6e-8 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 1.2e-8 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 244 | 2.2e-5 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.5868566494 | 0.586856686 | 3.7e-8 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.7660656952 | 0.7660657191 | 2.4e-8 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -428.7429549 | -428.7429549 | 1.4e-12 | pass | |
| phit Nelder–Mead, lme4 bobyqa | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 873.4859097 | 873.4859097 | 2.8e-12 | pass | |
| phit Nelder–Mead, lme4 bobyqa | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 901.8473293 | 901.8473293 | 2.8e-12 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 8 | 8 | 0 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 248 | 248 | 0 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 4.4e-9 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 3.3e-6 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 9.1e-7 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.6e-5 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 8.5e-41 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 1.8e-6 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 7.5e-9 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 7.5e-8 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 7.5e-8 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 7.5e-9 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 244 | 3.7e-5 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.5868566666 | 0.5868566224 | 4.4e-8 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.7660657065 | 0.7660656776 | 2.9e-8 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -428.7429549 | -428.7429549 | 5.9e-12 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 873.4859097 | 873.4859097 | 1.2e-11 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 901.8473293 | 901.8473293 | 1.2e-11 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 8 | 8 | 0 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 248 | 248 | 0 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.1e-9 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 2.0e-6 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 5.7e-7 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.0e-5 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 4.5e-41 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 1.1e-6 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 3.8e-9 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 4.3e-8 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 4.3e-8 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 3.8e-9 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 244 | 2.5e-5 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.5868566494 | 0.5868566224 | 2.7e-8 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.7660656952 | 0.7660656776 | 1.8e-8 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -428.7429549 | -428.7429549 | 3.6e-12 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 873.4859097 | 873.4859097 | 7.3e-12 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 901.8473293 | 901.8473293 | 7.3e-12 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 8 | 8 | 0 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 248 | 248 | 0 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 3.1e-8 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 6.2e-6 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.7e-6 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 3.0e-5 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 4.2e-40 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 3.4e-6 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 9.0e-8 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 5.1e-7 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 5.1e-7 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 9.0e-8 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 244 | 1.4e-4 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.5868566666 | 0.5868564774 | 1.9e-7 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.7660657065 | 0.7660655829 | 1.2e-7 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -428.7429549 | -428.7429549 | 1.7e-10 | pass | |
| phit BOBYQA, lme4 nlminbwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 873.4859097 | 873.4859097 | 3.5e-10 | pass | |
| phit BOBYQA, lme4 nlminbwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 901.8473293 | 901.8473293 | 3.5e-10 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 8 | 8 | 0 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 248 | 248 | 0 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 2.7e-8 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 7.4e-6 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 2.1e-6 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 3.6e-5 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 3.8e-40 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 4.1e-6 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 8.0e-8 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 4.7e-7 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 4.7e-7 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 8.0e-8 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 244 | 1.5e-4 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.5868566494 | 0.5868564774 | 1.7e-7 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.7660656952 | 0.7660655829 | 1.1e-7 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -428.7429549 | -428.7429549 | 1.7e-10 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 873.4859097 | 873.4859097 | 3.5e-10 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 901.8473293 | 901.8473293 | 3.5e-10 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 8 | 8 | 0 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 248 | 248 | 0 | pass | |
| phit BOBYQA, lme4 nloptwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 3.2e-8 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 1.3e-5 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 3.6e-6 | pass | |||
| phit BOBYQA, lme4 nloptwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 6.4e-5 | pass | |||
| phit BOBYQA, lme4 nloptwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 3.3e-40 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 7.1e-6 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 9.4e-8 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 6.2e-7 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 6.2e-7 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 9.4e-8 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 244 | 1.7e-4 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.5868566666 | 0.5868568085 | 1.4e-7 | pass | |
| phit BOBYQA, lme4 nloptwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.7660657065 | 0.7660657991 | 9.3e-8 | pass | |
| phit BOBYQA, lme4 nloptwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -428.7429549 | -428.7429549 | 2.5e-10 | pass | |
| phit BOBYQA, lme4 nloptwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 873.4859097 | 873.4859097 | 5.0e-10 | pass | |
| phit BOBYQA, lme4 nloptwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 901.8473293 | 901.8473293 | 5.0e-10 | pass | |
| phit BOBYQA, lme4 nloptwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 8 | 8 | 0 | pass | |
| phit BOBYQA, lme4 nloptwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 248 | 248 | 0 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 3.5e-8 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 1.4e-5 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 3.9e-6 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 7.0e-5 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 3.7e-40 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 7.7e-6 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 1.0e-7 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 6.6e-7 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 6.6e-7 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 1.0e-7 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 244 | 1.6e-4 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.5868566494 | 0.5868568085 | 1.6e-7 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.7660656952 | 0.7660657991 | 1.0e-7 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -428.7429549 | -428.7429549 | 2.5e-10 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 873.4859097 | 873.4859097 | 5.0e-10 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 901.8473293 | 901.8473293 | 5.0e-10 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 8 | 8 | 0 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 248 | 248 | 0 | pass | |
| Three nested grouping levels, REML | phit BOBYQA, lme4 bobyqa | Coefficients | |x − r| ≤ 1e-5 + 1e-5 × |r| | 3 | 1.5e-10 | pass | ||
| phit BOBYQA, lme4 bobyqa | Covariance matrix | |x − r| ≤ 1e-5 + 1e-5 × |r| | 9 | 4.0e-7 | pass | |||
| phit BOBYQA, lme4 bobyqa | Standard errors | |x − r| ≤ 1e-5 + 1e-5 × |r| | 3 | 1.1e-7 | pass | |||
| phit BOBYQA, lme4 bobyqa | z statistics | |x − r| ≤ 1e-5 + 1e-5 × |r| | 3 | 1.7e-6 | pass | |||
| phit BOBYQA, lme4 bobyqa | p-values | |x − r| ≤ 1e-5 + 1e-5 × |r| | 3 | 9.8e-29 | pass | |||
| phit BOBYQA, lme4 bobyqa | Confidence intervals | |x − r| ≤ 1e-5 + 1e-5 × |r| | 6 | 2.1e-7 | pass | |||
| phit BOBYQA, lme4 bobyqa | Fitted values (fixed effects only) | |x − r| ≤ 1e-5 + 1e-5 × |r| | 256 | 2.9e-10 | pass | |||
| phit BOBYQA, lme4 bobyqa | Fitted values | |x − r| ≤ 1e-5 + 1e-5 × |r| | 256 | 2.3e-9 | pass | |||
| phit BOBYQA, lme4 bobyqa | Residuals | |x − r| ≤ 1e-5 + 1e-5 × |r| | 256 | 2.3e-9 | pass | |||
| phit BOBYQA, lme4 bobyqa | Residuals (fixed effects only) | |x − r| ≤ 1e-5 + 1e-5 × |r| | 256 | 2.9e-10 | pass | |||
| phit BOBYQA, lme4 bobyqa | Random-term covariances and effects | |x − r| ≤ 1e-5 + 1e-5 × |r| | 115 | 4.2e-6 | pass | |||
| phit BOBYQA, lme4 bobyqa | Residual variance | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 0.6747761997 | 0.6747761987 | 1.0e-9 | pass | |
| phit BOBYQA, lme4 bobyqa | Residual standard deviation | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 0.8214476244 | 0.8214476238 | 6.4e-10 | pass | |
| phit BOBYQA, lme4 bobyqa | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -398.1514636 | -398.1514636 | 2.4e-12 | pass | |
| phit BOBYQA, lme4 bobyqa | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 810.3029271 | 810.3029271 | 4.9e-12 | pass | |
| phit BOBYQA, lme4 bobyqa | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 835.1191692 | 835.1191692 | 4.9e-12 | pass | |
| phit BOBYQA, lme4 bobyqa | Number of parameters | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 7 | 7 | 0 | pass | |
| phit BOBYQA, lme4 bobyqa | Residual degrees of freedom | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 249 | 249 | 0 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.2e-9 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 2.8e-6 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 7.5e-7 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.2e-5 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 2.7e-27 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 1.5e-6 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 1.6e-9 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 5.1e-8 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 5.1e-8 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 1.6e-9 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 115 | 2.9e-5 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.6747762236 | 0.6747761987 | 2.5e-8 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.821447639 | 0.8214476238 | 1.5e-8 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -398.1514636 | -398.1514636 | 5.0e-12 | pass | |
| phit Nelder–Mead, lme4 bobyqa | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 810.3029271 | 810.3029271 | 1.0e-11 | pass | |
| phit Nelder–Mead, lme4 bobyqa | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 835.1191692 | 835.1191692 | 1.0e-11 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 7 | 7 | 0 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 249 | 249 | 0 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.4e-9 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 2.7e-6 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 7.0e-7 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.1e-5 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 8.3e-27 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 1.4e-6 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 1.1e-9 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 1.0e-7 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 1.0e-7 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 1.1e-9 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 115 | 2.0e-5 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.6747761997 | 0.6747762716 | 7.2e-8 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.8214476244 | 0.8214476682 | 4.4e-8 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -398.1514636 | -398.1514636 | 4.5e-12 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 810.3029271 | 810.3029271 | 9.1e-12 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 835.1191692 | 835.1191692 | 9.1e-12 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 7 | 7 | 0 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 249 | 249 | 0 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 3.2e-10 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 5.1e-6 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.3e-6 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 2.1e-5 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 5.6e-27 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 2.6e-6 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 1.1e-9 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 5.3e-8 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 5.3e-8 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 1.1e-9 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 115 | 4.4e-5 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.6747762236 | 0.6747762716 | 4.8e-8 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.821447639 | 0.8214476682 | 2.9e-8 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -398.1514636 | -398.1514636 | 2.0e-12 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 810.3029271 | 810.3029271 | 4.0e-12 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 835.1191692 | 835.1191692 | 4.0e-12 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 7 | 7 | 0 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 249 | 249 | 0 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 5.5e-8 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 4.4e-5 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.2e-5 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.8e-4 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 7.6e-26 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 2.3e-5 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 1.4e-7 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 2.1e-6 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 2.1e-6 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 1.4e-7 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 115 | 1.0e-3 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.6747761997 | 0.6747769334 | 7.3e-7 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.8214476244 | 0.821448071 | 4.5e-7 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -398.1514636 | -398.1514636 | 8.1e-9 | pass | |
| phit BOBYQA, lme4 nlminbwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 810.3029271 | 810.3029271 | 1.6e-8 | pass | |
| phit BOBYQA, lme4 nlminbwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 835.1191692 | 835.1191693 | 1.6e-8 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 7 | 7 | 0 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 249 | 249 | 0 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 5.6e-8 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 4.7e-5 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.2e-5 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.9e-4 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 7.4e-26 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 2.4e-5 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 1.4e-7 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 2.2e-6 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 2.2e-6 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 1.4e-7 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 115 | 1.0e-3 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.6747762236 | 0.6747769334 | 7.1e-7 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.821447639 | 0.821448071 | 4.3e-7 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -398.1514636 | -398.1514636 | 8.1e-9 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 810.3029271 | 810.3029271 | 1.6e-8 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 835.1191692 | 835.1191693 | 1.6e-8 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 7 | 7 | 0 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 249 | 249 | 0 | pass | |
| phit BOBYQA, lme4 nloptwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.3e-8 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 1.3e-4 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 3.4e-5 | pass | |||
| phit BOBYQA, lme4 nloptwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 5.3e-4 | pass | |||
| phit BOBYQA, lme4 nloptwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 5.4e-26 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 6.6e-5 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 2.8e-8 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 3.9e-7 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 3.9e-7 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 2.8e-8 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 115 | 1.2e-3 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.6747761997 | 0.6747766361 | 4.4e-7 | pass | |
| phit BOBYQA, lme4 nloptwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.8214476244 | 0.8214478901 | 2.7e-7 | pass | |
| phit BOBYQA, lme4 nloptwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -398.1514636 | -398.1514636 | 2.6e-9 | pass | |
| phit BOBYQA, lme4 nloptwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 810.3029271 | 810.3029271 | 5.3e-9 | pass | |
| phit BOBYQA, lme4 nloptwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 835.1191692 | 835.1191692 | 5.3e-9 | pass | |
| phit BOBYQA, lme4 nloptwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 7 | 7 | 0 | pass | |
| phit BOBYQA, lme4 nloptwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 249 | 249 | 0 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.4e-8 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 1.3e-4 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 3.4e-5 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 5.4e-4 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 5.1e-26 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 6.7e-5 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 2.9e-8 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 3.9e-7 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 3.9e-7 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 2.9e-8 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 115 | 1.2e-3 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.6747762236 | 0.6747766361 | 4.1e-7 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.821447639 | 0.8214478901 | 2.5e-7 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -398.1514636 | -398.1514636 | 2.6e-9 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 810.3029271 | 810.3029271 | 5.3e-9 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 835.1191692 | 835.1191692 | 5.3e-9 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 7 | 7 | 0 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 249 | 249 | 0 | pass | |
| Four nested grouping levels, REML | phit BOBYQA, lme4 bobyqa | Coefficients | |x − r| ≤ 1e-5 + 1e-5 × |r| | 3 | 4.7e-10 | pass | ||
| phit BOBYQA, lme4 bobyqa | Covariance matrix | |x − r| ≤ 1e-5 + 1e-5 × |r| | 9 | 6.4e-6 | pass | |||
| phit BOBYQA, lme4 bobyqa | Standard errors | |x − r| ≤ 1e-5 + 1e-5 × |r| | 3 | 1.7e-6 | pass | |||
| phit BOBYQA, lme4 bobyqa | z statistics | |x − r| ≤ 1e-5 + 1e-5 × |r| | 3 | 2.6e-5 | pass | |||
| phit BOBYQA, lme4 bobyqa | p-values | |x − r| ≤ 1e-5 + 1e-5 × |r| | 3 | 8.8e-41 | pass | |||
| phit BOBYQA, lme4 bobyqa | Confidence intervals | |x − r| ≤ 1e-5 + 1e-5 × |r| | 6 | 3.3e-6 | pass | |||
| phit BOBYQA, lme4 bobyqa | Fitted values (fixed effects only) | |x − r| ≤ 1e-5 + 1e-5 × |r| | 256 | 1.3e-9 | pass | |||
| phit BOBYQA, lme4 bobyqa | Fitted values | |x − r| ≤ 1e-5 + 1e-5 × |r| | 256 | 2.6e-8 | pass | |||
| phit BOBYQA, lme4 bobyqa | Residuals | |x − r| ≤ 1e-5 + 1e-5 × |r| | 256 | 2.6e-8 | pass | |||
| phit BOBYQA, lme4 bobyqa | Residuals (fixed effects only) | |x − r| ≤ 1e-5 + 1e-5 × |r| | 256 | 1.3e-9 | pass | |||
| phit BOBYQA, lme4 bobyqa | Random-term covariances and effects | |x − r| ≤ 1e-5 + 1e-5 × |r| | 244 | 5.0e-5 | pass | |||
| phit BOBYQA, lme4 bobyqa | Residual variance | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 0.5929690189 | 0.5929689982 | 2.1e-8 | pass | |
| phit BOBYQA, lme4 bobyqa | Residual standard deviation | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 0.7700448161 | 0.7700448027 | 1.3e-8 | pass | |
| phit BOBYQA, lme4 bobyqa | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -433.0492537 | -433.0492537 | 1.7e-12 | pass | |
| phit BOBYQA, lme4 bobyqa | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 882.0985075 | 882.0985075 | 3.4e-12 | pass | |
| phit BOBYQA, lme4 bobyqa | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 910.459927 | 910.459927 | 3.4e-12 | pass | |
| phit BOBYQA, lme4 bobyqa | Number of parameters | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 8 | 8 | 0 | pass | |
| phit BOBYQA, lme4 bobyqa | Residual degrees of freedom | |x − r| ≤ 1e-5 + 1e-5 × |r| | 1 | 248 | 248 | 0 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 2.4e-10 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 6.4e-6 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.7e-6 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 2.6e-5 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 8.6e-41 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 3.3e-6 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 5.3e-10 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 1.9e-8 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 1.9e-8 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 5.3e-10 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 244 | 5.1e-5 | pass | |||
| phit Nelder–Mead, lme4 bobyqa | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.5929690189 | 0.5929689982 | 2.1e-8 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.7700448161 | 0.7700448027 | 1.3e-8 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -433.0492537 | -433.0492537 | 1.7e-12 | pass | |
| phit Nelder–Mead, lme4 bobyqa | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 882.0985075 | 882.0985075 | 3.4e-12 | pass | |
| phit Nelder–Mead, lme4 bobyqa | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 910.459927 | 910.459927 | 3.4e-12 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 8 | 8 | 0 | pass | |
| phit Nelder–Mead, lme4 bobyqa | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 248 | 248 | 0 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 6.5e-9 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 1.0e-5 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 2.6e-6 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 4.1e-5 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 3.6e-40 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 5.2e-6 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 1.4e-8 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 9.3e-8 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 9.3e-8 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 1.4e-8 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 244 | 8.3e-5 | pass | |||
| phit BOBYQA, lme4 Nelder_Mead | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.5929690189 | 0.5929689358 | 8.3e-8 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.7700448161 | 0.7700447622 | 5.4e-8 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -433.0492537 | -433.0492537 | 8.5e-12 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 882.0985075 | 882.0985075 | 1.7e-11 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 910.459927 | 910.459927 | 1.7e-11 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 8 | 8 | 0 | pass | |
| phit BOBYQA, lme4 Nelder_Mead | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 248 | 248 | 0 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 6.3e-9 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 1.0e-5 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 2.6e-6 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 4.1e-5 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 3.6e-40 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 5.1e-6 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 1.4e-8 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 8.8e-8 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 8.8e-8 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 1.4e-8 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 244 | 8.4e-5 | pass | |||
| phit Nelder–Mead, lme4 Nelder_Mead | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.5929690189 | 0.5929689358 | 8.3e-8 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.7700448161 | 0.7700447622 | 5.4e-8 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -433.0492537 | -433.0492537 | 8.5e-12 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 882.0985075 | 882.0985075 | 1.7e-11 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 910.459927 | 910.459927 | 1.7e-11 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 8 | 8 | 0 | pass | |
| phit Nelder–Mead, lme4 Nelder_Mead | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 248 | 248 | 0 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 3.0e-8 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 2.2e-5 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 5.7e-6 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 8.8e-5 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.1e-39 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 1.1e-5 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 8.1e-8 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 4.8e-7 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 4.8e-7 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 8.1e-8 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 244 | 2.3e-4 | pass | |||
| phit BOBYQA, lme4 nlminbwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.5929690189 | 0.5929687723 | 2.5e-7 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.7700448161 | 0.7700446561 | 1.6e-7 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -433.0492537 | -433.0492537 | 1.6e-10 | pass | |
| phit BOBYQA, lme4 nlminbwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 882.0985075 | 882.0985075 | 3.2e-10 | pass | |
| phit BOBYQA, lme4 nlminbwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 910.459927 | 910.459927 | 3.2e-10 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 8 | 8 | 0 | pass | |
| phit BOBYQA, lme4 nlminbwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 248 | 248 | 0 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 2.9e-8 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 2.2e-5 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 5.7e-6 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 8.8e-5 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.1e-39 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 1.1e-5 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 8.0e-8 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 4.7e-7 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 4.7e-7 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 8.0e-8 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 244 | 2.4e-4 | pass | |||
| phit Nelder–Mead, lme4 nlminbwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.5929690189 | 0.5929687723 | 2.5e-7 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.7700448161 | 0.7700446561 | 1.6e-7 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -433.0492537 | -433.0492537 | 1.6e-10 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 882.0985075 | 882.0985075 | 3.2e-10 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 910.459927 | 910.459927 | 3.2e-10 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 8 | 8 | 0 | pass | |
| phit Nelder–Mead, lme4 nlminbwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 248 | 248 | 0 | pass | |
| phit BOBYQA, lme4 nloptwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 4.8e-8 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 5.1e-6 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.3e-6 | pass | |||
| phit BOBYQA, lme4 nloptwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 2.2e-5 | pass | |||
| phit BOBYQA, lme4 nloptwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 2.0e-39 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 2.6e-6 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 1.1e-7 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 8.3e-7 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 8.3e-7 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 1.1e-7 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 244 | 2.1e-4 | pass | |||
| phit BOBYQA, lme4 nloptwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.5929690189 | 0.592969455 | 4.4e-7 | pass | |
| phit BOBYQA, lme4 nloptwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.7700448161 | 0.7700450993 | 2.8e-7 | pass | |
| phit BOBYQA, lme4 nloptwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -433.0492537 | -433.0492537 | 3.8e-10 | pass | |
| phit BOBYQA, lme4 nloptwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 882.0985075 | 882.0985075 | 7.6e-10 | pass | |
| phit BOBYQA, lme4 nloptwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 910.459927 | 910.459927 | 7.6e-10 | pass | |
| phit BOBYQA, lme4 nloptwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 8 | 8 | 0 | pass | |
| phit BOBYQA, lme4 nloptwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 248 | 248 | 0 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Coefficients | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 4.8e-8 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Covariance matrix | |x − r| ≤ 0.001 + 3e-4 × |r| | 9 | 5.1e-6 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Standard errors | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 1.3e-6 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | z statistics | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 2.2e-5 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | p-values | |x − r| ≤ 0.001 + 3e-4 × |r| | 3 | 2.0e-39 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Confidence intervals | |x − r| ≤ 0.001 + 3e-4 × |r| | 6 | 2.7e-6 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Fitted values (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 1.1e-7 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Fitted values | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 8.4e-7 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Residuals | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 8.4e-7 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Residuals (fixed effects only) | |x − r| ≤ 0.001 + 3e-4 × |r| | 256 | 1.1e-7 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Random-term covariances and effects | |x − r| ≤ 0.001 + 3e-4 × |r| | 244 | 2.1e-4 | pass | |||
| phit Nelder–Mead, lme4 nloptwrap | Residual variance | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.5929690189 | 0.592969455 | 4.4e-7 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Residual standard deviation | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 0.7700448161 | 0.7700450993 | 2.8e-7 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Log likelihood | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | -433.0492537 | -433.0492537 | 3.8e-10 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | AIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 882.0985075 | 882.0985075 | 7.6e-10 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | BIC | |x − r| ≤ 5e-6 + 1e-9 × |r| | 1 | 910.459927 | 910.459927 | 7.6e-10 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Number of parameters | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 8 | 8 | 0 | pass | |
| phit Nelder–Mead, lme4 nloptwrap | Residual degrees of freedom | |x − r| ≤ 0.001 + 3e-4 × |r| | 1 | 248 | 248 | 0 | pass |
Limitations
Exclusions
- (x || g) terms compare only the conditional-variance diagonals, as lme4 reports them.
Known differences
- Independent optimizers stop at slightly different points on flat likelihoods; optimizer pairs other than bobyqa/bobyqa use the looser rule.
Reproduction
From the repository root
cargo build -p phit --release --locked
.context/notebooks-venv/bin/python docs/verifications/compare_r_compatibility.py- Raw record
- site/verifications/r-compatibility.json
- Full results
- docs/verifications/r-compatibility-results.json
- Input data
- tests/fixtures/lmm-expanded-r.json