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calms  

Comprehensive Analysis of Latent Means
View on CRAN: Click here


Download and install calms package within the R console
Install from CRAN:
install.packages("calms")

Install from Github:
library("remotes")
install_github("cran/calms")

Install by package version:
library("remotes")
install_version("calms", "1.0-1")



Attach the package and use:
library("calms")
Maintained by
Kim Nimon
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-08-28
Latest Update: 2025-08-28
Description:
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.
How to cite:
Kim Nimon (2025). calms: Comprehensive Analysis of Latent Means. R package version 1.0-1, https://cran.r-project.org/web/packages/calms. Accessed 12 Mar. 2026.
Previous versions and publish date:
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Complete documentation for calms
Functions, R codes and Examples using the calms R package
Full calms package functions and examples
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