Package: slca 1.2.0

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_1.2.0.tar.gz
slca_1.2.0.zip(r-4.5)slca_1.2.0.zip(r-4.4)slca_1.2.0.zip(r-4.3)
slca_1.2.0.tgz(r-4.4-x86_64)slca_1.2.0.tgz(r-4.4-arm64)slca_1.2.0.tgz(r-4.3-x86_64)slca_1.2.0.tgz(r-4.3-arm64)
slca_1.2.0.tar.gz(r-4.5-noble)slca_1.2.0.tar.gz(r-4.4-noble)
slca_1.2.0.tgz(r-4.4-emscripten)slca_1.2.0.tgz(r-4.3-emscripten)
slca.pdf |slca.html✨
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

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
nlsy97 - NLSY97 Substance Use Data
nlsy_jlcpa - JLCPA Model Estimated with NLSY97 Data
nlsy_jlta - JLCPA Model Estimated with NLSY97 Data

On CRAN:

3.81 score 4 scripts 126 downloads 7 exports 68 dependencies

Last updated 6 days agofrom:f13586751d. Checks:OK: 9. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Oct 31 2024
R-4.5-win-x86_64	OK	Oct 31 2024
R-4.5-linux-x86_64	OK	Oct 31 2024
R-4.4-win-x86_64	OK	Oct 31 2024
R-4.4-mac-x86_64	OK	Oct 31 2024
R-4.4-mac-aarch64	OK	Oct 31 2024
R-4.3-win-x86_64	OK	Oct 31 2024
R-4.3-mac-x86_64	OK	Oct 31 2024
R-4.3-mac-aarch64	OK	Oct 31 2024

Exports:compare estimate gof param regress slca slcaControl

Dependencies:base64enc bit bit64 bslib cachem cli clipr colorspace cpp11 crayon DiagrammeR digest dplyr evaluate fansi farver fastmap fontawesome fs generics glue highr hms htmltools htmlwidgets igraph jquerylib jsonlite knitr labeling lattice lifecycle magrittr MASS Matrix memoise mime munsell 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 Estimated 'slca' Models	compare
Confidence Intervals for Model Parameters	confint.slca
Estimate Parameters of 'slca' Object	estimate estimate.slca
Goodness of Fit Test for Estimated 'slca' Model	gof gof.slca
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 'slca' Object	param param.slca
Regress Exogenous Variables on Latent Variables	regress regress.slca
Reorder Latent Class Membership of Class Variables	reorder.slca
Simulate data from 'slca' model.	simulate.slca
Construct Structural Latent Class Model	slca
Control Parameters for slca Estimation	slcaControl