Package: multid 1.0.2.9000

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.

Authors:Ville-Juhani Ilmarinen [aut, cre]

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NEWS

# Install 'multid' in R:
install.packages('multid', repos = c('https://vjilmari.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/vjilmari/multid/issues

Datasets:

On CRAN:

Conda:

4.48 score 6 scripts 307 downloads 15 exports 91 dependencies

Last updated from:3f9b9f04d3. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK159
source / vignettesOK228
linux-release-x86_64OK168
macos-release-arm64OK123
macos-oldrel-arm64OK220
windows-develOK138
windows-releaseOK90
windows-oldrelOK96
wasm-releaseOK137

Exports:cvvcvv_manuald_pooled_sdD_regularizedddsc_mlddsc_semdiff_two_dep_corsml_dadaspccplot_ddscqccreliability_dmssem_dadasvalue_correlationvpc_at

Dependencies:abindbackportsbootbroomcarcarDataclicodetoolscolorspacecorrplotcowplotcpp11DerivdoBydplyremmeansestimabilityfarverforeachforecastFormulafracdiffgenericsggplot2ggpubrggrepelggsciggsignifglmnetgluegridExtragtableisobanditeratorslabelinglatticelavaanlifecyclelme4lmerTestlmtestmagrittrMASSMatrixMatrixModelsmgcvmicrobenchmarkminqamnormtmodelrmvtnormnlmenloptrnnetnumDerivpbivnormpbkrtestpillarpkgconfigpolynompROCpurrrquadprogquantregR6rbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRdpackreformulasrlangrstatixS7scalesshapeSparseMstringistringrsurvivaltibbletidyrtidyselecttimeDateurcautf8vctrsviridisLitewithrzoo

Multivariate Sex Differences in Personality with Regularized Regression in multid -package

Ville-Juhani Ilmarinen

Rendered frommultivariate_sex_differences_in_personality.Rmdusingknitr::rmarkdownon Apr 18 2026.

Last update: 2025-09-23
Started: 2022-06-07