Other packages > Find by keyword >

cvsem  

SEM Model Comparison with K-Fold Cross-Validation
View on CRAN: Click here


Download and install cvsem package within the R console
Install from CRAN:
install.packages("cvsem")

Install from Github:
library("remotes")
install_github("cran/cvsem")

Install by package version:
library("remotes")
install_version("cvsem", "1.0.0")



Attach the package and use:
library("cvsem")
Maintained by
Anna Wysocki
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-08-13
Latest Update: 2022-08-13
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) . The KL Divergence is computed for each of the specified SEMs allowing for the models to be compared based on their prediction errors.
How to cite:
Anna Wysocki (2022). cvsem: SEM Model Comparison with K-Fold Cross-Validation. R package version 1.0.0, https://cran.r-project.org/web/packages/cvsem. Accessed 28 Oct. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited cvsem R package
View cvsem citation profile
Other R packages that cvsem depends, imports, suggests or enhances
Complete documentation for cvsem
Functions, R codes and Examples using the cvsem R package
Some associated functions: KL_divergence . cvgather . cvsem . dot-lavaan_vars . fd . gls . print.cvsem . 
Some associated R codes: DistanceMetrics.R . createFolds.R . cvgather.R . cvsem.R . lavaanWrapper.R . print.R .  Full cvsem package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

msamp  
Estimate Sample Size to Detect Bacterial Contamination in a Product Lot
Estimates the sample size needed to detect microbial contamination in a lot with a user-specified d ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
cats  
Cohort Platform Trial Simulation
Cohort plAtform Trial Simulation whereby every cohort consists of two arms, control and experimenta ...
Download / Learn more Package Citations See dependency  
ncdf4  
Interface to Unidata netCDF (Version 4 or Earlier) Format Data Files
Provides a high-level R interface to data files written using Unidata's netCDF library (version 4 or ...
Download / Learn more Package Citations See dependency  
NPHazardRate  
Nonparametric Hazard Rate Estimation
Provides functions and examples for histogram, kernel (classical, variable bandwidth and transformat ...
Download / Learn more Package Citations See dependency  

29,218

R Packages

247,686

Dependencies

77,281

Author Associations

29,219

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA