Package: slca 1.4.0

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.

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

slca_1.4.0.tar.gz
slca_1.4.0.zip(r-4.7)slca_1.4.0.zip(r-4.6)slca_1.4.0.zip(r-4.5)
slca_1.4.0.tgz(r-4.6-x86_64)slca_1.4.0.tgz(r-4.6-arm64)slca_1.4.0.tgz(r-4.5-x86_64)slca_1.4.0.tgz(r-4.5-arm64)
slca_1.4.0.tar.gz(r-4.7-arm64)slca_1.4.0.tar.gz(r-4.7-x86_64)slca_1.4.0.tar.gz(r-4.6-arm64)slca_1.4.0.tar.gz(r-4.6-x86_64)
slca_1.4.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
slca/json (API)

# Install 'slca' in R:

install.packages('slca', repos = c('https://kim0sun.r-universe.dev', 'https://cloud.r-project.org'))

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

Pkgdown/docs site:https://kim0sun.github.io

Uses libs:

c++– GNU Standard C++ Library v3

Datasets:

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

On CRAN:

cpp

3.30 score 1 stars 9 scripts 221 downloads 7 exports 65 dependencies

Last updated from:db2e37dd2f. Checks:11 ERROR, 2 OK. Indexed: yes.

Target	Result	Time
linux-devel-arm64	ERROR	146
linux-devel-x86_64	ERROR	166
source / vignettes	OK	238
linux-release-arm64	ERROR	173
linux-release-x86_64	ERROR	152
macos-release-arm64	ERROR	153
macos-release-x86_64	ERROR	259
macos-oldrel-arm64	ERROR	150
macos-oldrel-x86_64	ERROR	430
windows-devel	ERROR	156
windows-release	ERROR	126
windows-oldrel	ERROR	95
wasm-release	OK	137

Exports:compare estimate gof param regress slca slcaControl

Dependencies:base64enc bit bit64 bslib cachem cli clipr cpp11 crayon DiagrammeR digest dplyr evaluate farver fastmap fontawesome fs generics glue highr hms htmltools htmlwidgets igraph jquerylib jsonlite knitr labeling lattice lifecycle magrittr MASS Matrix memoise mime pillar pkgconfig prettyunits progress purrr R6 rappdirs RColorBrewer Rcpp readr rlang rmarkdown rstudioapi sass scales stringi stringr tibble tidyr tidyselect tinytex tzdb utf8 vctrs viridisLite visNetwork vroom withr xfun yaml

Citation

Development and contributors

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