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
gscaLCA_0.0.5.zip(r-4.7)gscaLCA_0.0.5.zip(r-4.6)gscaLCA_0.0.5.zip(r-4.5)
gscaLCA_0.0.5.tgz(r-4.6-any)gscaLCA_0.0.5.tgz(r-4.5-any)
gscaLCA_0.0.5.tar.gz(r-4.7-any)gscaLCA_0.0.5.tar.gz(r-4.6-any)
gscaLCA_0.0.5.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
gscaLCA/json (API)

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

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

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

On CRAN:

Conda:

1.00 score 242 downloads 2 exports 122 dependencies

Last updated from:c6edb398a1. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK179
source / vignettesOK345
linux-release-x86_64OK168
macos-release-arm64OK164
macos-oldrel-arm64OK214
windows-develOK107
windows-releaseOK95
windows-oldrelOK111
wasm-releaseOK181

Exports:gscaLCAgscaLCR

Dependencies:askpassbase64encbrewbriobslibcachemcallrclicliprcodetoolscommonmarkcpp11crayoncredentialscurldata.tabledescdevtoolsdiffobjdigestdoSNOWdownlitellipsisevaluatefansifarverfastDummiesfastmapfclustfontawesomeforeachfsgertggplot2gitcredsglueGPArotationgridExtragtablehighrhmshtmltoolshtmlwidgetshttpuvhttr2iniisobanditeratorsjquerylibjsonliteknitrlabelinglaterlatticelifecyclemagrittrMASSmemoisemimeminiUImnormtnlmennetopensslotelpakpillarpkgbuildpkgconfigpkgdownpkgloadpraiseprettyunitsprocessxprofvisprogresspromisespspsychpurrrR6raggrappdirsrcmdcheckRColorBrewerRcppRcppArmadillorlangrmarkdownroxygen2rprojrootrstudioapirversionsS7sassscalessessioninfoshinysnowsourcetoolsstringistringrsyssystemfontstestthattextshapingtibbletinytexurlcheckerusethisutf8vctrsviridisLitewaldowhiskerwithrxfunxml2xopenxtableyamlzip