lessSEM
Non-Smooth Regularization for Structural Equation Models

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lessSEM: Non-Smooth Regularization for Structural Equation Models
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API

API for lessSEM
Non-Smooth Regularization for Structural Equation Models

Global functions
.SEMFromLavaan Man page Source code
.SEMdata Man page Source code
.SEMdataWLS Man page Source code
.adaptBreakingForWls Man page Source code
.addMeanStructure Man page Source code
.checkLavaanModel Man page Source code
.checkPenalties Man page Source code
.compileTransformations Man page Source code
.computeInitialHessian Man page Source code
.createMultiGroupTransformations Man page Source code
.createParameterTable Man page Source code
.createRcppTransformationFunction Man page Source code
.createTransformations Man page Source code
.cvRegularizeSEMInternal Man page Source code
.cvRegularizeSmoothSEMInternal Man page Source code
.cvregsem2LavaanParameters Man page Source code
.defineDerivatives Man page Source code
.extractParametersFromSyntax Man page Source code
.extractSEMFromLavaan Man page Source code
.fit Man page Source code
.fitElasticNetMix Man page Source code
.fitFunction Man page Source code
.fitMix Man page Source code
.getGradients Man page Source code
.getHessian Man page
.getMaxLambda_C Man page Source code
.getParameters Man page Source code
.getRawData Man page Source code
.getScores Man page Source code
.gpGetMaxLambda Man page Source code
.gpOptimizationInternal Man page Source code
.gradientFunction Man page Source code
.initializeMultiGroupSEMForRegularization Man page Source code
.initializeSEMForRegularization Man page Source code
.initializeWeights Man page Source code
.labelLavaanParameters Man page Source code
.lavaan2regsemLabels Man page Source code
.likelihoodRatioFit Man page Source code
.makeSingleLine Man page Source code
.multiGroupSEMFromLavaan Man page Source code
.noDotDotDot Man page Source code
.penaltyTypes Man page Source code
.reduceSyntax Man page Source code
.regularizeSEMInternal Man page Source code
.regularizeSEMWithCustomPenaltyRsolnp Man page Source code
.regularizeSmoothSEMInternal Man page Source code
.ridgeGradient Man page Source code
.ridgeHessian Man page Source code
.ridgeValue Man page Source code
.setAMatrix Man page Source code
.setFmatrix Man page Source code
.setMVector Man page Source code
.setParameters Man page Source code
.setSMatrix Man page Source code
.setupMulticore Man page Source code
.smoothAdaptiveLASSOGradient Man page Source code
.smoothAdaptiveLASSOHessian Man page Source code
.smoothAdaptiveLASSOValue Man page Source code
.smoothCappedL1Value Man page Source code
.smoothElasticNetGradient Man page Source code
.smoothElasticNetHessian Man page Source code
.smoothElasticNetValue Man page Source code
.smoothLASSOGradient Man page Source code
.smoothLASSOHessian Man page Source code
.smoothLASSOValue Man page Source code
.smoothLspValue Man page Source code
.smoothMcpValue Man page Source code
.smoothScadValue Man page Source code
.standardErrors Man page Source code
.updateLavaan Man page Source code
.useElasticNet Man page Source code
AIC,Rcpp_SEMCpp-method Man page
AIC,Rcpp_mgSEM-method Man page
AIC,gpRegularized-method Man page
AIC,regularizedSEM-method Man page
AIC,regularizedSEMMixedPenalty-method Man page
AIC,regularizedSEMWithCustomPenalty-method Man page
BIC,Rcpp_SEMCpp-method Man page
BIC,Rcpp_mgSEM-method Man page
BIC,gpRegularized-method Man page
BIC,regularizedSEM-method Man page
BIC,regularizedSEMMixedPenalty-method Man page
BIC,regularizedSEMWithCustomPenalty-method Man page
Rcpp_SEMCpp-class Man page
Rcpp_bfgsEnetMgSEM-class Man page
Rcpp_bfgsEnetSEM-class Man page
Rcpp_glmnetCappedL1MgSEM-class Man page
Rcpp_glmnetCappedL1SEM-class Man page
Rcpp_glmnetEnetGeneralPurpose-class Man page
Rcpp_glmnetEnetGeneralPurposeCpp-class Man page
Rcpp_glmnetEnetMgSEM-class Man page
Rcpp_glmnetEnetSEM-class Man page
Rcpp_glmnetLspMgSEM-class Man page
Rcpp_glmnetLspSEM-class Man page
Rcpp_glmnetMcpMgSEM-class Man page
Rcpp_glmnetMcpSEM-class Man page
Rcpp_glmnetScadMgSEM-class Man page
Rcpp_glmnetScadSEM-class Man page
Rcpp_istaCappedL1GeneralPurpose-class Man page
Rcpp_istaCappedL1GeneralPurposeCpp-class Man page
Rcpp_istaCappedL1SEM-class Man page
Rcpp_istaCappedL1mgSEM-class Man page
Rcpp_istaEnetGeneralPurpose-class Man page
Rcpp_istaEnetGeneralPurposeCpp-class Man page
Rcpp_istaEnetMgSEM-class Man page
Rcpp_istaEnetSEM-class Man page
Rcpp_istaLSPMgSEM-class Man page
Rcpp_istaLSPSEM-class Man page
Rcpp_istaLspGeneralPurpose-class Man page
Rcpp_istaLspGeneralPurposeCpp-class Man page
Rcpp_istaMcpGeneralPurpose-class Man page
Rcpp_istaMcpGeneralPurposeCpp-class Man page
Rcpp_istaMcpMgSEM-class Man page
Rcpp_istaMcpSEM-class Man page
Rcpp_istaMixedPenaltySEM-class Man page
Rcpp_istaMixedPenaltymgSEM-class Man page
Rcpp_istaScadGeneralPurpose-class Man page
Rcpp_istaScadGeneralPurposeCpp-class Man page
Rcpp_istaScadMgSEM-class Man page
Rcpp_istaScadSEM-class Man page
Rcpp_mgSEM-class Man page
SEMCpp Man page
adaptiveLasso Man page Source code
addCappedL1 Man page Source code
addElasticNet Man page Source code
addLasso Man page Source code
addLsp Man page Source code
addMcp Man page Source code
addScad Man page Source code
bfgs Man page Source code
bfgsEnet Man page
bfgsEnetMgSEM Man page
bfgsEnetSEM Man page
callFitFunction Man page Source code
cappedL1 Man page Source code
coef,Rcpp_SEMCpp-method Man page
coef,Rcpp_mgSEM-method Man page
coef,cvRegularizedSEM-method Man page
coef,gpRegularized-method Man page
coef,regularizedSEM-method Man page
coef,regularizedSEMMixedPenalty-method Man page
coef,regularizedSEMWithCustomPenalty-method Man page
controlBFGS Man page Source code
controlGlmnet Man page Source code
controlIsta Man page Source code
covariances Man page Source code
createSubsets Man page Source code
curveLambda Man page Source code
cvAdaptiveLasso Man page Source code
cvCappedL1 Man page Source code
cvElasticNet Man page Source code
cvLasso Man page Source code
cvLsp Man page Source code
cvMcp Man page Source code
cvRegularizedSEM-class Man page
cvRidge Man page Source code
cvRidgeBfgs Man page Source code
cvScad Man page Source code
cvScaler Man page Source code
cvSmoothAdaptiveLasso Man page Source code
cvSmoothElasticNet Man page Source code
cvSmoothLasso Man page Source code
elasticNet Man page Source code
estimates Man page
estimates,cvRegularizedSEM-method Man page
estimates,regularizedSEM-method Man page
estimates,regularizedSEMMixedPenalty-method Man page
fit Man page Source code
fitIndices Man page
fitIndices,cvRegularizedSEM-method Man page
fitIndices,regularizedSEM-method Man page
fitIndices,regularizedSEMMixedPenalty-method Man page
getLavaanParameters Man page Source code
getTuningParameterConfiguration Man page Source code
glmnetCappedL1MgSEM Man page
glmnetCappedL1SEM Man page
glmnetEnetGeneralPurpose Man page
glmnetEnetGeneralPurposeCpp Man page
glmnetEnetMgSEM Man page
glmnetEnetSEM Man page
glmnetLspMgSEM Man page
glmnetLspSEM Man page
glmnetMcpMgSEM Man page
glmnetMcpSEM Man page
glmnetMixedMgSEM Man page
glmnetMixedPenaltyGeneralPurpose Man page
glmnetMixedPenaltyGeneralPurposeCpp Man page
glmnetMixedSEM Man page
glmnetScadMgSEM Man page
glmnetScadSEM Man page
gpAdaptiveLasso Man page Source code
gpAdaptiveLassoCpp Man page Source code
gpCappedL1 Man page Source code
gpCappedL1Cpp Man page Source code
gpElasticNet Man page Source code
gpElasticNetCpp Man page Source code
gpLasso Man page Source code
gpLassoCpp Man page Source code
gpLsp Man page Source code
gpLspCpp Man page Source code
gpMcp Man page Source code
gpMcpCpp Man page Source code
gpRegularized-class Man page
gpRidge Man page Source code
gpRidgeCpp Man page Source code
gpScad Man page Source code
gpScadCpp Man page Source code
istaCappedL1SEM Man page
istaCappedL1mgSEM Man page
istaEnetGeneralPurpose Man page
istaEnetGeneralPurposeCpp Man page
istaEnetMgSEM Man page
istaEnetSEM Man page
istaLSPMgSEM Man page
istaLSPSEM Man page
istaMcpMgSEM Man page
istaMcpSEM Man page
istaMixedPenaltyGeneralPurpose Man page
istaMixedPenaltyGeneralPurposeCpp Man page
istaMixedPenaltySEM Man page
istaMixedPenaltymgSEM Man page
istaScadMgSEM Man page
istaScadSEM Man page
lasso Man page Source code
lavaan2lslxLabels Man page Source code
lessSEM Man page
lessSEM-package Man page
lessSEM2Lavaan Man page Source code
lessSEMCoef-class Man page
loadings Man page Source code
logLik,Rcpp_SEMCpp-method Man page
logLik,Rcpp_mgSEM-method Man page
logLikelihood-class Man page
logicalMatch Man page Source code
lsp Man page Source code
makePtrs Man page Source code
mcp Man page Source code
mcpPenalty_C Man page Source code
mgSEM Man page
mixedPenalty Man page Source code
modifyModel Man page Source code
newTau Man page Source code
plot,cvRegularizedSEM,missing-method Man page
plot,gpRegularized,missing-method Man page
plot,regularizedSEM,missing-method Man page
plot,stabSel,missing-method Man page
regressions Man page Source code
regsem2LavaanParameters Man page Source code
regularizedSEM-class Man page
regularizedSEMMixedPenalty-class Man page
regularizedSEMWithCustomPenalty-class Man page
ridge Man page Source code
ridgeBfgs Man page Source code
scad Man page Source code
scadPenalty_C Man page Source code
show,Rcpp_SEMCpp-method Man page
show,Rcpp_mgSEM-method Man page
show,cvRegularizedSEM-method Man page
show,gpRegularized-method Man page
show,lessSEMCoef-method Man page
show,logLikelihood-method Man page
show,regularizedSEM-method Man page
show,regularizedSEMMixedPenalty-method Man page
show,stabSel-method Man page
simulateExampleData Man page Source code
smoothAdaptiveLasso Man page Source code
smoothElasticNet Man page Source code
smoothLasso Man page Source code
stabSel-class Man page
stabilitySelection Man page Source code
summary,cvRegularizedSEM-method Man page
summary,gpRegularized-method Man page
summary,regularizedSEM-method Man page
summary,regularizedSEMMixedPenalty-method Man page
summary,regularizedSEMWithCustomPenalty-method Man page
variances Man page Source code
lessSEM documentation built on Nov. 5, 2025, 5:09 p.m.

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