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. (2022) <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: |
0.6.0 |
| 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) |
| Suggests: |
knitr, rmarkdown, overlapping (≥ 1.7), rio (≥ 0.5.29) |
| Published: |
2022-06-08 |
| 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:
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