Package: slca 1.4.3
Youngsun Kim
slca: Structural Modeling for Multiple Latent Class Variables
Provides comprehensive tools for the implementation of Structural Latent Class Models (SLCM), including Latent Transition Analysis (LTA; Linda M. Collins and Stephanie T. Lanza, 2009) <doi:10.1002/9780470567333>, Latent Class Profile Analysis (LCPA; Hwan Chung et al., 2010) <doi:10.1111/j.1467-985x.2010.00674.x>, and Joint Latent Class Analysis (JLCA; Saebom Jeon et al., 2017) <doi:10.1080/10705511.2017.1340844>, and any other extended models involving multiple latent class variables. Details on the methodology and implementation are given in Kim and Chung (2026) <doi:10.18637/jss.v117.i08>.
Authors:
slca_1.4.3.tar.gz
slca_1.4.3.zip(r-4.7-x86_64)slca_1.4.3.zip(r-4.7-arm64)slca_1.4.3.zip(r-4.6-x86_64)slca_1.4.3.zip(r-4.6-arm64)
slca_1.4.3.tar.gz(r-4.7-arm64)slca_1.4.3.tar.gz(r-4.7-x86_64)slca_1.4.3.tar.gz(r-4.6-arm64)slca_1.4.3.tar.gz(r-4.6-x86_64)
slca_1.4.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
slca/json (API)
| # Install 'slca' in R: |
| install.packages('slca', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/kim0sun/slca/issues
Pkgdown/docs site:https://kim0sun.github.io
- addhealth - Adolescent Depression Data from the Add Health Study
- gss7677 - GSS 1976-1977 Data on Social Status and Tolerance towards Minorities
- nlsy_jlcpa - JLCPA Model Estimated with NLSY97 Data
- nlsy_jlta - JLCPA Model Estimated with NLSY97 Data
- nlsy97 - NLSY97 Substance Use Data
Last updated from:8ef019ec69. Checks:10 OK. Indexed: no.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 147 | ||
| linux-devel-x86_64 | OK | 152 | ||
| source / vignettes | OK | 213 | ||
| linux-release-arm64 | OK | 149 | ||
| linux-release-x86_64 | OK | 176 | ||
| windows-devel-arm64 | OK | 284 | ||
| windows-devel-x86_64 | OK | 236 | ||
| windows-release-arm64 | OK | 298 | ||
| windows-release-x86_64 | OK | 206 | ||
| wasm-release | OK | 122 |
Exports:compareestimategofparamregressslcaslcaControl
Dependencies:base64encbitbit64bslibcachemclicliprcpp11crayonDiagrammeRdigestdplyrevaluatefarverfastmapfontawesomefsgenericsgluehighrhmshtmltoolshtmlwidgetsigraphjquerylibjsonliteknitrlabelinglatticelifecyclemagrittrMASSMatrixmemoisemimepillarpkgconfigprettyunitsprogresspurrrR6rappdirsRColorBrewerRcppreadrrlangrmarkdownrstudioapisassscalesstringistringrtibbletidyrtidyselecttinytextzdbutf8vctrsviridisLitevisNetworkvroomwithrxfunyaml
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Adolescent Depression Data from the Add Health Study | addhealth |
| Compare Two Fitted 'slca' Models | compare |
| Confidence Intervals for Model Parameters | confint.slcafit |
| Estimate Parameters of an 'slca' Object | estimate estimate.slca |
| Goodness-of-Fit Test for Fitted 'slca' Model | gof gof.slcafit |
| GSS 1976-1977 Data on Social Status and Tolerance towards Minorities | gss7677 |
| JLCPA Model Estimated with NLSY97 Data | nlsy_jlcpa nlsy_jlta |
| NLSY97 Substance Use Data | nlsy97 |
| Print Estimated Parameters of an 'slcafit' Object | param param.slcafit |
| Model Predictions for Estimated 'slca' Object | predict.slcafit |
| Regress Exogenous Variables on Latent Variables | regress regress.slcafit |
| Reorder Latent Class Membership of Latent Class Variables | reorder.slcafit |
| Simulate Data from an 'slca' Model | simulate.slca |
| Construct Structural Latent Class Model | slca |
| Control Parameters for 'slca' Estimation | slcaControl |