| Linear mixed effects parameters | |
|---|---|
| Fixed Effects formula | Distance ~ month * delivery * diet |
| Metric | Distance |
| Group column | [delivery, diet] |
| State column | month |
| Individual ID column | studyid |
| Random effects | None |
Model summary
| model summary | |
|---|---|
| Model: | MixedLM |
| No. Observations: | 583 |
| No. Groups: | 42 |
| Min. group size: | 5 |
| Max. group size: | 20 |
| Mean group size: | 13.9 |
| Dependent Variable: | Distance |
| Method: | REML |
| Scale: | 0.0227 |
| Log-Likelihood: | 229.6555 |
| Converged: | Yes |
Download summary as tsv
Model results
| Coef. | Std.Err. | z | P>|z| | [0.025 | 0.975] | |
|---|---|---|---|---|---|---|
| Intercept | 0.492 | 0.027 | 18.292 | 0.000 | 0.440 | 0.545 |
| delivery[T.Vaginal] | -0.025 | 0.033 | -0.764 | 0.445 | -0.089 | 0.039 |
| diet[T.fd] | -0.019 | 0.042 | -0.457 | 0.647 | -0.102 | 0.063 |
| delivery[T.Vaginal]:diet[T.fd] | -0.033 | 0.062 | -0.541 | 0.589 | -0.155 | 0.088 |
| month | -0.009 | 0.002 | -4.615 | 0.000 | -0.013 | -0.005 |
| month:delivery[T.Vaginal] | 0.002 | 0.002 | 0.906 | 0.365 | -0.002 | 0.007 |
| month:diet[T.fd] | -0.003 | 0.003 | -0.886 | 0.376 | -0.009 | 0.003 |
| month:delivery[T.Vaginal]:diet[T.fd] | 0.003 | 0.004 | 0.717 | 0.473 | -0.006 | 0.012 |
| Group Var | 0.002 | 0.006 |
Download results as tsv
Regression scatterplots
Projected Residuals
Fit values for metric vs. observation error (residuals). Residuals should be roughly zero-centered and normal. Uncentered, systematically high or low, and autocorrelated values could indicate a poor model.
