Package: glca 1.4.2

glca: An R Package for Multiple-Group Latent Class Analysis

Fits multiple-group latent class analysis (LCA) for exploring differences between populations in the data with a multilevel structure. There are two approaches to reflect group differences in glca: fixed-effect LCA (Bandeen-Roche et al (1997) <doi:10.1080/01621459.1997.10473658>; Clogg and Goodman (1985) <doi:10.2307/270847>) and nonparametric random-effect LCA (Vermunt (2003) <doi:10.1111/j.0081-1750.2003.t01-1-00131.x>).

Authors:Youngsun Kim [aut, cre], Hwan Chung [aut]

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glca.pdf |glca.html
glca/json (API)

# Install 'glca' in R:
install.packages('glca', repos = c('https://kim0sun.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/kim0sun/glca/issues

Uses libs:
  • c++– GNU Standard C++ Library v3
Datasets:
  • gss08 - General Social Study (GSS) 2008
  • nyts18 - National Youth Tobacco Survey (NYTS) 2018

On CRAN:

latent-class-analysismultilevel-models

5.53 score 10 stars 17 scripts 428 downloads 3 exports 2 dependencies

Last updated 3 months agofrom:ff7f8c9474. Checks:OK: 9. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 26 2024
R-4.5-win-x86_64OKOct 26 2024
R-4.5-linux-x86_64OKOct 26 2024
R-4.4-win-x86_64OKOct 26 2024
R-4.4-mac-x86_64OKOct 26 2024
R-4.4-mac-aarch64OKOct 26 2024
R-4.3-win-x86_64OKOct 26 2024
R-4.3-mac-x86_64OKOct 26 2024
R-4.3-mac-aarch64OKOct 26 2024

Exports:glcagofglcaitem

Dependencies:MASSRcpp

Introduction to glca package

Rendered fromglca.Rmdusingknitr::rmarkdownon Oct 26 2024.

Last update: 2024-08-27
Started: 2021-08-14

Model description for glca

Rendered frommodel-description.Rmdusingknitr::rmarkdownon Oct 26 2024.

Last update: 2022-01-18
Started: 2021-08-31