MAIHDA 0.1.0
Initial Release
- Initial CRAN submission
- Added
make_strata() function for creating
intersectional strata
- Added
fit_maihda() function for fitting multilevel
models with lme4 (default) or brms engines
- Added
summary_maihda() function for variance partition
and stratum estimates
- Added
predict_maihda() function for individual and
stratum-level predictions
- Added
plot_maihda() function with three plot types:
- Caterpillar plots of stratum random effects
- Variance partition coefficient visualization
- Observed vs. shrunken estimates comparison
- Added
compare_maihda() function for comparing models
with bootstrap confidence intervals
- Added comprehensive documentation and vignettes
- Added unit tests for core functionality
Bug Fixes and Improvements
- Enhanced
make_strata() to properly handle missing
values (NA) in input variables:
- Observations with missing values in any stratum variable are now
assigned NA stratum
- Missing values are no longer included as valid stratum
categories
- Added comprehensive tests for missing value handling