calms: Comprehensive Analysis of Latent Means
Provides a Shiny application to conduct comprehensive analysis of latent means including the examination of group equivalency, propensity score analysis,
measurement invariance analysis, and assessment of latent mean differences of
equivalent groups with invariant data. Group equivalency and propensity score analyses are implemented using the 'MatchIt' package [Ho et al. (2011) <doi:10.18637/jss.v042.i08>],
ensuring robust control for covariates. Structural equation modeling and invariance testing rely heavily on the 'lavaan' package [Rosseel (2012) <doi:10.18637/jss.v048.i02>],
providing a flexible and powerful modeling framework. The application also integrates modified functions from Hammack-Brown et al. (2021) <doi:10.1002/hrdq.21452>
to support factor ratio testing and the list-and-delete procedure.
| Version: |
1.0-1 |
| Depends: |
R (≥ 3.5) |
| Imports: |
dplyr, DT, foreign, lavaan, lsr, MatchIt, shiny, shinyjs, stringr, bslib |
| Suggests: |
knitr, rmarkdown |
| Published: |
2025-08-28 |
| Author: |
Kim Nimon [aut, cre],
Julia Fulmore [aut] |
| Maintainer: |
Kim Nimon <kim.nimon at gmail.com> |
| License: |
GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: |
no |
| CRAN checks: |
calms results |
Documentation:
Downloads:
Linking:
Please use the canonical form
https://CRAN.R-project.org/package=calms
to link to this page.