Package: nlpsem
Type: Package
Title: Linear and Nonlinear Longitudinal Process in Structural Equation
        Modeling Framework
Version: 0.3
Authors@R: c(person(given = "Jin",
           family = "Liu",
           role = c("aut", "cre"),
           email = "Veronica.Liu0206@gmail.com"))
Description: Provides computational tools for nonlinear longitudinal models, in particular the intrinsically nonlinear models, in four scenarios: (1) univariate longitudinal processes with growth factors, with or without covariates including time-invariant covariates (TICs) and time-varying covariates (TVCs); (2) multivariate longitudinal processes that facilitate the assessment of correlation or causation between multiple longitudinal variables; (3) multiple-group models for scenarios (1) and (2) to evaluate differences among manifested groups, and (4) longitudinal mixture models for scenarios (1) and (2), with an assumption that trajectories are from multiple latent classes. The methods implemented are introduced in Jin Liu (2023) <arXiv:2302.03237v2>.
License: GPL (>= 3.0)
Encoding: UTF-8
LazyData: true
Depends: R (>= 4.0.0), OpenMx (>= 2.21.8)
Imports: ggplot2, dplyr, tidyr, stringr, Matrix, nnet, readr, methods
RoxygenNote: 7.2.3
URL: https://github.com/Veronica0206/nlpsem
BugReports: https://github.com/Veronica0206/nlpsem/issues
Suggests: knitr, rmarkdown
VignetteBuilder: knitr
NeedsCompilation: no
Packaged: 2023-09-12 15:23:45 UTC; jinliu
Author: Jin Liu [aut, cre]
Maintainer: Jin Liu <Veronica.Liu0206@gmail.com>
Repository: CRAN
Date/Publication: 2023-09-12 22:20:02 UTC
Built: R 4.5.2; ; 2026-01-23 04:03:54 UTC; windows
