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 Lönnqvist & Ilmarinen (2021) <doi:10.1007/s11109-021-09681-2> and Ilmarinen et al. (2023) <doi:10.1177/08902070221088155>. Includes tools that help in understanding difference score reliability, predictions of difference score variables, conditional intra-class correlations, and heterogeneity of variance estimates. Package development was supported by the Academy of Finland research grant 338891.

Version:	1.0.0
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)
Suggests:	knitr (≥ 1.39), rmarkdown (≥ 2.14), overlapping (≥ 1.7), rio (≥ 0.5.29)
Published:	2024-02-15
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

Documentation:

Reference manual:	multid.pdf
Vignettes:	multivariate_sex_differences_in_personality

Downloads:

Package source:	multid_1.0.0.tar.gz
Windows binaries:	r-devel: multid_1.0.0.zip, r-release: multid_1.0.0.zip, r-oldrel: multid_1.0.0.zip
macOS binaries:	r-release (arm64): multid_1.0.0.tgz, r-oldrel (arm64): multid_1.0.0.tgz, r-release (x86_64): multid_1.0.0.tgz, r-oldrel (x86_64): multid_1.0.0.tgz
Old sources:	multid archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=multid to link to this page.