Package: cvsem
Title: SEM Model Comparison with K-Fold Cross-Validation
Version: 1.0.0
Authors@R: 
    c(person("Anna", "Wysocki", , "awysocki@ucdavis.edu", role = c("aut","cre")),
    person("Danielle", "Siegel", , "dpsiegel@ucdavis.edu", role = c("aut")),
    person("Cameron", "allen", , "camallen@ucdavis.edu", role = c("aut")),
    person("Philippe", "Rast", , "rast.ph@gmail.com", role = c("aut")))
Description: The goal of 'cvsem' is to provide functions that allow for
        comparing Structural Equation Models (SEM) using
        cross-validation. Users can specify multiple SEMs using
        'lavaan' syntax. 'cvsem' computes the Kullback Leibler (KL)
        Divergence between 1) the model implied covariance matrix
        estimated from the training data and 2) the sample covariance
        matrix estimated from the test data described in Cudeck, Robert
        & Browne (1983) <doi:10.18637/jss.v048.i02>. The KL Divergence
        is computed for each of the specified SEMs allowing for the
        models to be compared based on their prediction errors.
License: GPL (>=3)
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.2.0
Imports: lavaan, stats, Rdpack
RdMacros: Rdpack
Suggests: testthat (>= 3.0.0)
Config/testthat/edition: 3
Repository: https://annawysocki.r-universe.dev
Date/Publication: 2022-08-14 19:51:42 UTC
RemoteUrl: https://github.com/annawysocki/cvsem
RemoteRef: HEAD
RemoteSha: 905604afbe895d922e69c1bf33e4d23ebc8da120
NeedsCompilation: no
Packaged: 2026-10-20 06:49:30 UTC; root
Author: Anna Wysocki [aut, cre],
  Danielle Siegel [aut],
  Cameron allen [aut],
  Philippe Rast [aut]
Maintainer: Anna Wysocki <awysocki@ucdavis.edu>