Package: gscaLCA 0.0.5

gscaLCA: Generalized Structure Component Analysis- Latent Class Analysis & Latent Class Regression

Execute Latent Class Analysis (LCA) and Latent Class Regression (LCR) by using Generalized Structured Component Analysis (GSCA). This is explained in Ryoo, Park, and Kim (2019) <doi:10.1007/s41237-019-00084-6>. It estimates the parameters of latent class prevalence and item response probability in LCA with a single line comment. It also provides graphs of item response probabilities. In addition, the package enables to estimate the relationship between the prevalence and covariates.

Authors:Jihoon Ryoo [aut], Seohee Park [aut, cre], Seoungeun Kim [aut], heungsun Hwaung [aut]

gscaLCA_0.0.5.tar.gz
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gscaLCA.pdf |gscaLCA.html
gscaLCA/json (API)

# Install 'gscaLCA' in R:
install.packages('gscaLCA', repos = c('https://hee6904.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/hee6904/gscalca/issues

Datasets:
  • AddHealth - Add Health data about substance use
  • TALIS - Teaching and Learning International Survey

On CRAN:

1.00 score 166 downloads 2 exports 125 dependencies

Last updated 4 years agofrom:c6edb398a1. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 13 2024
R-4.5-winOKNov 13 2024
R-4.5-linuxOKNov 13 2024
R-4.4-winOKNov 13 2024
R-4.4-macOKNov 13 2024
R-4.3-winOKNov 13 2024
R-4.3-macOKNov 13 2024

Exports:gscaLCAgscaLCR

Dependencies:askpassbase64encbrewbriobslibcachemcallrclicliprcodetoolscolorspacecommonmarkcpp11crayoncredentialscurldata.tabledescdevtoolsdiffobjdigestdoSNOWdownlitellipsisevaluatefansifarverfastDummiesfastmapfclustfontawesomeforeachfsgertggplot2ghgitcredsglueGPArotationgridExtragtablehighrhmshtmltoolshtmlwidgetshttpuvhttr2iniisobanditeratorsjquerylibjsonliteknitrlabelinglaterlatticelifecyclemagrittrMASSMatrixmemoisemgcvmimeminiUImnormtmunsellnlmennetopensslpillarpkgbuildpkgconfigpkgdownpkgloadpraiseprettyunitsprocessxprofvisprogresspromisespspsychpurrrR6raggrappdirsrcmdcheckRColorBrewerRcppRcppArmadilloremotesrlangrmarkdownroxygen2rprojrootrstudioapirversionssassscalessessioninfoshinysnowsourcetoolsstringistringrsyssystemfontstestthattextshapingtibbletinytexurlcheckerusethisutf8vctrsviridisLitewaldowhiskerwithrxfunxml2xopenxtableyamlzip