multid: Multivariate Difference Between Two Groups
Estimation of multivariate differences between two groups (e.g., multivariate sex differences) with regularized regression methods and predictive approach. See Ilmarinen et al. (2023) <doi:10.1177/08902070221088155>. Deconstructing difference score correlations (e.g., gender-equality paradox), see Ilmarinen & Lönnqvist (2024) <doi:10.1037/pspp0000508>. Includes also tools that help in understanding difference score reliability, conditional intra-class correlations, tail-dependency, and heterogeneity of variance estimates. Package development was supported by the Academy of Finland research grant 338891.
| Version: | 1.0.2 |
| Depends: | R (≥ 3.5) |
| Imports: | dplyr (≥ 1.0.7),glmnet (≥ 4.1.2), stats (≥ 4.0.2),pROC (≥ 1.18.0),lavaan (≥ 0.6.9),emmeans (≥ 1.6.3),lme4 (≥1.1.27.1),quantreg (≥ 5.88),lmerTest (≥ 3.1.3),ggpubr (≥0.6.0),ggplot2 (≥ 3.4.4),rlang (≥ 1.1.6) |
| Suggests: | knitr (≥ 1.39),rmarkdown (≥ 2.14),overlapping (≥ 1.7),rio (≥ 0.5.29) |
| Published: | 2025-09-23 |
| DOI: | 10.32614/CRAN.package.multid |
| Author: | Ville-Juhani Ilmarinen [aut, cre] |
| Maintainer: | Ville-Juhani Ilmarinen <vj.ilmarinen at gmail.com> |
| BugReports: | https://github.com/vjilmari/multid/issues |
| License: | GPL-3 |
| NeedsCompilation: | no |
| Citation: | multid citation info |
| Materials: | README,NEWS |
| CRAN checks: | multid results |
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