Package: equaltestMI 0.6.1

equaltestMI: Examine Measurement Invariance via Equivalence Testing and Projection Method

Functions for examining measurement invariance via equivalence testing are included in this package. The traditionally used RMSEA (Root Mean Square Error of Approximation) cutoff values are adjusted based on simulation results. In addition, a projection-based method is implemented to test the equality of latent factor means across groups without assuming the equality of intercepts. For more information, see Yuan, K. H., & Chan, W. (2016) <doi:10.1037/met0000080>, Deng, L., & Yuan, K. H. (2016) <doi:10.1007/s11336-015-9491-8>, and Jiang, G., Mai, Y., & Yuan, K. H. (2017) <doi:10.3389/fpsyg.2017.01823>.

Authors:Ge Jiang [aut, cre], Yujiao Mai [aut], Ke-Hai Yuan [ctb]

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equaltestMI.pdf |equaltestMI.html✨
equaltestMI/json (API)

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

Bug tracker:https://github.com/gabriellajg/equaltestmi/issues

Datasets:
  • HolzingerSwineford - Holzinger and Swineford (1939) cognitive tests data in 301 children from two schools
  • LeeAlOtaiba - Lee and Al Otaiba (2015) early literacy skills in four socioeconomic groups

On CRAN:

4.58 score 1 stars 19 scripts 266 downloads 4 mentions 7 exports 6 dependencies

Last updated 4 years agofrom:bf457353d7. Checks:4 OK, 4 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKFeb 12 2025
R-4.5-winOKFeb 12 2025
R-4.5-macOKFeb 12 2025
R-4.5-linuxOKFeb 12 2025
R-4.4-winNOTEFeb 12 2025
R-4.4-macNOTEFeb 12 2025
R-4.3-winNOTEFeb 12 2025
R-4.3-macNOTEFeb 12 2025

Exports:eqMI.bootstrapeqMI.covtesteqMI.maineqMI.ncpeqMI.projectioneqMI.RMSEAeqMI.semtest

Dependencies:lavaanMASSmnormtnumDerivpbivnormquadprog

Measurement Invariance via Equivalence Testing and Projection Method

Ge Jiang, Yujiao Mai, and Ke-Hai Yuan

Rendered fromSupplementary_Materials.Rmdusingknitr::rmarkdownon Feb 12 2025.

Last update: 2021-01-02
Started: 2020-06-02