Package: lessSEM 1.5.5
lessSEM: Non-Smooth Regularization for Structural Equation Models
Provides regularized structural equation modeling (regularized SEM) with non-smooth penalty functions (e.g., lasso) building on 'lavaan'. The package is heavily inspired by the ['regsem'](<https://github.com/Rjacobucci/regsem>) and ['lslx'](<https://github.com/psyphh/lslx>) packages.
Authors:
lessSEM_1.5.5.tar.gz
lessSEM_1.5.5.tar.gz(r-4.5-noble)lessSEM_1.5.5.tar.gz(r-4.4-noble)
lessSEM_1.5.5.tgz(r-4.4-emscripten)lessSEM_1.5.5.tgz(r-4.3-emscripten)
lessSEM.pdf |lessSEM.html✨
lessSEM/json (API)
NEWS
# Install 'lessSEM' in R: |
install.packages('lessSEM', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/jhorzek/lesssem/issues
Last updated 11 months agofrom:b11049eedd. Checks:OK: 1 NOTE: 1. Indexed: no.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Oct 31 2024 |
R-4.5-linux-x86_64 | NOTE | Oct 31 2024 |
Exports:adaptiveLassoaddCappedL1addElasticNetaddLassoaddLspaddMcpaddScadAICbfgsBICcappedL1coefcontrolBFGScontrolGlmnetcontrolIstacovariancescreateSubsetscurveLambdacvAdaptiveLassocvCappedL1cvElasticNetcvLassocvLspcvMcpcvRidgecvRidgeBfgscvScadcvScalercvSmoothAdaptiveLassocvSmoothElasticNetcvSmoothLassoelasticNetestimatesfitfitIndicesgetLavaanParametersgetTuningParameterConfigurationgpAdaptiveLassogpAdaptiveLassoCppgpCappedL1gpCappedL1CppgpElasticNetgpElasticNetCppgpLassogpLassoCppgpLspgpLspCppgpMcpgpMcpCppgpRidgegpRidgeCppgpScadgpScadCpplassolavaan2lslxLabelslessSEM2LavaanloadingslspmakePtrsmcpmixedPenaltymodifyModelnewTauplotregressionsregsem2LavaanParametersridgeridgeBfgsscadshowsimulateExampleDatasmoothAdaptiveLassosmoothElasticNetsmoothLassostabilitySelectionsummaryvariances
Dependencies:clicolorspacecpp11dplyrfansifarvergenericsggplot2gluegtableisobandlabelinglatticelavaanlifecyclemagrittrMASSMatrixmgcvmnormtmunsellmvtnormnlmenumDerivpbivnormpillarpkgconfigpurrrquadprogR6RColorBrewerRcppRcppArmadilloRcppParallelrlangscalesstringistringrtibbletidyrtidyselectutf8vctrsviridisLitewithr
Definition-Variables-and-Multi-Group-SEM
Rendered fromDefinition-Variables-and-Multi-Group-SEM.Rmd
usingknitr::rmarkdown
on Oct 31 2024.Last update: 2024-01-23
Started: 2023-04-06
General-Purpose-Optimization
Rendered fromGeneral-Purpose-Optimization.Rmd
usingknitr::rmarkdown
on Oct 31 2024.Last update: 2024-01-23
Started: 2023-04-06
lessSEM
Rendered fromlessSEM.Rmd
usingknitr::rmarkdown
on Oct 31 2024.Last update: 2024-01-23
Started: 2023-04-06
log-likelihood-gradients
Rendered fromlog-likelihood-gradients.Rmd
usingknitr::rmarkdown
on Oct 31 2024.Last update: 2024-01-23
Started: 2023-04-06
Estimator-Settings
Rendered fromEstimator-Settings.Rmd
usingknitr::rmarkdown
on Oct 31 2024.Last update: 2024-01-23
Started: 2023-06-25
Mixed Penalties
Rendered fromMixed-Penalties.Rmd
usingknitr::rmarkdown
on Oct 31 2024.Last update: 2024-01-23
Started: 2023-04-06
Parameter-transformations
Rendered fromParameter-transformations.Rmd
usingknitr::rmarkdown
on Oct 31 2024.Last update: 2024-01-23
Started: 2023-04-06
SCAD-and-MCP
Rendered fromSCAD-and-MCP.Rmd
usingknitr::rmarkdown
on Oct 31 2024.Last update: 2024-01-23
Started: 2023-04-06
The-optimizer-interface
Rendered fromThe-optimizer-interface.Rmd
usingknitr::rmarkdown
on Oct 31 2024.Last update: 2024-01-23
Started: 2023-04-06
The-Structural-Equation-Model
Rendered fromThe-Structural-Equation-Model.Rmd
usingknitr::rmarkdown
on Oct 31 2024.Last update: 2024-01-23
Started: 2023-04-06