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'))

Peer review:

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:

7 exports 1 stars 1.65 score 6 dependencies 4 mentions 19 scripts 297 downloads

Last updated 4 years agofrom:bf457353d7. Checks:OK: 1 NOTE: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKSep 15 2024
R-4.5-winNOTESep 15 2024
R-4.5-linuxNOTESep 15 2024
R-4.4-winNOTESep 15 2024
R-4.4-macNOTESep 15 2024
R-4.3-winNOTESep 15 2024
R-4.3-macNOTESep 15 2024

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

Dependencies:lavaanMASSmnormtnumDerivpbivnormquadprog

Measurement Invariance via Equivalence Testing and Projection Method

Rendered fromSupplementary_Materials.Rmdusingknitr::rmarkdownon Sep 15 2024.

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