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 04 Jun. 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

AMPLE  
Shiny Apps to Support Capacity Building on Harvest Control Rules
Three Shiny apps are provided that introduce Harvest Control Rules (HCR) for fisheries management. ...
Download / Learn more Package Citations See dependency  
phers  
Calculate Phenotype Risk Scores
Use phenotype risk scores based on linked clinical and genetic data to study Mendelian disease and ...
Download / Learn more Package Citations See dependency  
crplyr  
A 'dplyr' Interface for Crunch
In order to facilitate analysis of datasets hosted on the Crunch data platform ...
Download / Learn more Package Citations See dependency  
golem  
A Framework for Robust Shiny Applications
An opinionated framework for building a production-ready 'Shiny' application. This package contains ...
Download / Learn more Package Citations See dependency  
shinybusy  
Busy Indicators and Notifications for 'Shiny' Applications
Add indicators (spinner, progress bar, gif) in your 'shiny' applications to show the user that the ...
Download / Learn more Package Citations See dependency  
murphydiagram  
Murphy Diagrams for Forecast Comparisons
Data and code for the paper by Ehm, Gneiting, Jordan and Krueger ('Of Quantiles and Expectiles: Con ...
Download / Learn more Package Citations See dependency  

27,268

R Packages

233,548

Dependencies

72,590

Author Associations

27,205

Publication Badges

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