MAIHDA: Multilevel Analysis of Individual Heterogeneity and Discriminatory Accuracy

Tools for Multilevel Analysis of Individual Heterogeneity and Discriminatory Accuracy (MAIHDA) for intersectional inequality research. Methods are described in Merlo (2018) <doi:10.1016/j.socscimed.2017.12.026> and Evans et al. (2018) <doi:10.1016/j.socscimed.2017.11.011>. The package creates intersectional strata, fits multilevel MAIHDA models, estimates variance partition coefficients, proportional change in variance, stratum effects, and discriminatory-accuracy summaries, and provides diagnostic and presentation plots.

Version:	0.2.1
Depends:	R (≥ 4.1.0)
Imports:	lme4 (≥ 1.1-27), reformulas, cli, ggplot2 (≥ 3.4.0), dplyr (≥ 1.0.0), tidyr (≥ 1.1.0), generics, stats, rlang (≥ 0.4.0), patchwork, ggrepel, tidyselect, tibble
Suggests:	shiny, bslib (≥ 0.7.0), DT, future, promises, plotly, haven, shinyjs, shinycssloaders, brms (≥ 2.15.0), WeMix (≥ 4.0.0), ordinal, testthat (≥ 3.0.0), knitr, MASS, rmarkdown
Published:	2026-07-09
DOI:	10.32614/CRAN.package.MAIHDA
Author:	Hamid Bulut [aut, cre]
Maintainer:	Hamid Bulut <me at hamidbulut.com>
BugReports:	https://github.com/hdbt/MAIHDA/issues
License:	MIT + file LICENSE
URL:	https://github.com/hdbt/MAIHDA, https://hdbt.github.io/MAIHDA/
NeedsCompilation:	no
Citation:	MAIHDA citation info
Materials:	README, NEWS
In views:	MixedModels
CRAN checks:	MAIHDA results

Documentation:

Reference manual:

MAIHDA.html , MAIHDA.pdf

Vignettes:

Bayesian MAIHDA for sparse intersections (source, R code) MAIHDA for Binary Outcomes (Discriminatory Accuracy) (source, R code) Case study: BRFSS mental distress (source, R code) Crossed random effects in MAIHDA: dimensions and contexts (source, R code) Finding interaction patterns (source, R code) Comparing Intersectional Inequality Across Groups (source, R code) Interactive Data Analysis with MAIHDA (source, R code) Interpreting MAIHDA Plots and Diagnostics (source, R code) Introduction to MAIHDA (source, R code) Longitudinal MAIHDA: intersectional inequalities over time (source, R code) Planning a MAIHDA analysis (source, R code) Reporting MAIHDA results: tidy output and publication tables (source, R code)

Downloads:

Package source:	MAIHDA_0.2.1.tar.gz
Windows binaries:	r-devel: MAIHDA_0.2.1.zip, r-release: MAIHDA_0.2.1.zip, r-oldrel: MAIHDA_0.2.0.zip
macOS binaries:	r-release (arm64): MAIHDA_0.2.1.tgz, r-oldrel (arm64): MAIHDA_0.2.1.tgz, r-release (x86_64): MAIHDA_0.2.1.tgz, r-oldrel (x86_64): MAIHDA_0.2.1.tgz
Old sources:	MAIHDA archive

Linking:

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