Package: multid
Title: Multivariate Difference Between Two Groups
Version: 1.0.2
Authors@R: 
    person(given = "Ville-Juhani",
           family = "Ilmarinen",
           role = c("aut", "cre"),
           email = "vj.ilmarinen@gmail.com",
           comment = c(ORCID = "0000-0001-9493-379X"))
Description: 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.
License: GPL-3
Encoding: UTF-8
BugReports: https://github.com/vjilmari/multid/issues
LazyData: true
RoxygenNote: 7.3.2
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)
VignetteBuilder: knitr
Depends: R (>= 3.5)
NeedsCompilation: no
Packaged: 2025-09-23 07:47:20 UTC; vjilm
Author: Ville-Juhani Ilmarinen [aut, cre] (ORCID:
    <https://orcid.org/0000-0001-9493-379X>)
Maintainer: Ville-Juhani Ilmarinen <vj.ilmarinen@gmail.com>
Repository: CRAN
Date/Publication: 2025-09-23 08:10:02 UTC
Built: R 4.6.0; ; 2026-05-01 04:24:02 UTC; unix
