lessSEM1.5.7 package

adaptiveLasso

addCappedL1

addElasticNet

addLasso

addLsp

addMcp

addScad

AIC

AIC

AIC

AIC

AIC

AIC

bfgs

smoothly approximated elastic net

smoothly approximated elastic net

smoothly approximated elastic net

BIC

BIC

BIC

BIC

BIC

BIC

callFitFunction

cappedL1

coef

coef

coef

coef

coef

coef

coef

controlBFGS

controlGlmnet

controlIsta

covariances

createSubsets

curveLambda

cvAdaptiveLasso

cvCappedL1

cvElasticNet

cvLasso

cvLsp

cvMcp

Class for cross-validated regularized SEM

cvRidge

cvRidgeBfgs

cvScad

cvScaler

cvSmoothAdaptiveLasso

cvSmoothElasticNet

cvSmoothLasso

.adaptBreakingForWls

.addMeanStructure

.checkLavaanModel

.checkPenalties

.compileTransformations

.computeInitialHessian

.createMultiGroupTransformations

.createParameterTable

.createRcppTransformationFunction

.createTransformations

.cvregsem2LavaanParameters

.cvRegularizeSEMInternal

.cvRegularizeSmoothSEMInternal

.defineDerivatives

.extractParametersFromSyntax

.extractSEMFromLavaan

.fit

.fitElasticNetMix

.fitFunction

.fitMix

.getGradients

.getHessian

.getMaxLambda_C

.getParameters

.getRawData

.getScores

.gpGetMaxLambda

.gpOptimizationInternal

.gradientFunction

.initializeMultiGroupSEMForRegularization

.initializeSEMForRegularization

.initializeWeights

.labelLavaanParameters

.lavaan2regsemLabels

.likelihoodRatioFit

.makeSingleLine

.multiGroupSEMFromLavaan

.noDotDotDot

.penaltyTypes

.reduceSyntax

.regularizeSEMInternal

.regularizeSEMWithCustomPenaltyRsolnp

.regularizeSmoothSEMInternal

.ridgeGradient

.ridgeHessian

.ridgeValue

.SEMdata

.SEMdataWLS

.SEMFromLavaan

.setAMatrix

.setFmatrix

.setMVector

.setParameters

.setSMatrix

.setupMulticore

.smoothAdaptiveLASSOGradient

.smoothAdaptiveLASSOHessian

.smoothAdaptiveLASSOValue

.smoothCappedL1Value

.smoothElasticNetGradient

.smoothElasticNetHessian

.smoothElasticNetValue

.smoothLASSOGradient

.smoothLASSOHessian

.smoothLASSOValue

.smoothLspValue

.smoothMcpValue

.smoothScadValue

.standardErrors

.updateLavaan

.useElasticNet

elasticNet

estimates

estimates

estimates

S4 method to exract the estimates of an object

fit

fitIndices

fitIndices

fitIndices

S4 method to compute fit indices (e.g., AIC, BIC, ...)

getLavaanParameters

getTuningParameterConfiguration

CappedL1 optimization with glmnet optimizer

CappedL1 optimization with glmnet optimizer

elastic net optimization with glmnet optimizer

elastic net optimization with glmnet optimizer

elastic net optimization with glmnet optimizer

elastic net optimization with glmnet optimizer

lsp optimization with glmnet optimizer

lsp optimization with glmnet optimizer

mcp optimization with glmnet optimizer

mcp optimization with glmnet optimizer

mixed optimization with glmnet optimizer

mixed optimization with glmnet optimizer

mixed optimization with glmnet optimizer

mixed optimization with glmnet optimizer

scad optimization with glmnet optimizer

scad optimization with glmnet optimizer

gpAdaptiveLasso

gpAdaptiveLassoCpp

gpCappedL1

gpCappedL1Cpp

gpElasticNet

gpElasticNetCpp

gpLasso

gpLassoCpp

gpLsp

gpLspCpp

gpMcp

gpMcpCpp

Class for regularized model using general purpose optimization interfa...

gpRidge

gpRidgeCpp

gpScad

gpScadCpp

cappedL1 optimization with ista

cappedL1 optimization with ista

elastic net optimization with ista

elastic net optimization with ista

elastic net optimization with ista optimizer

elastic net optimization with ista optimizer

lsp optimization with ista

lsp optimization with ista

mcp optimization with ista

mcp optimization with ista

mixed penalty optimization with ista

mixed penalty optimization with ista

mixed penalty optimization with ista

mixed penalty optimization with ista

scad optimization with ista

scad optimization with ista

lasso

lavaan2lslxLabels

lessSEM

lessSEM2Lavaan

Class for the coefficients estimated by lessSEM.

loadings

logicalMatch

logLik

logLik

Class for log-likelihood of regularized SEM. Note: we define a custom ...

lsp

makePtrs

mcp

mcpPenalty_C

mgSEM class

mixedPenalty

modifyModel

newTau

plots the cross-validation fits

plots the regularized and unregularized parameters for all levels of l...

plots the regularized and unregularized parameters for all levels of l...

plots the regularized and unregularized parameters for all levels of t...

Wrapper for C++ module. See ?lessSEM::bfgsEnetMgSEM

Wrapper for C++ module. See ?lessSEM::bfgsEnetSEM

Wrapper for C++ module. See ?lessSEM::glmnetCappedL1MgSEM

Wrapper for C++ module. See ?lessSEM:::glmnetCappedL1SEM

Wrapper for C++ module. See ?lessSEM::glmnetEnetGeneralPurpose

Wrapper for C++ module. See ?lessSEM::glmnetEnetGeneralPurposeCpp

Wrapper for C++ module. See ?lessSEM::glmnetEnetMgSEM

Wrapper for C++ module. See ?lessSEM::glmnetEnetSEM

Wrapper for C++ module. See ?lessSEM::glmnetLspMgSEM

Wrapper for C++ module. See ?lessSEM:::glmnetLspSEM

Wrapper for C++ module. See ?lessSEM::glmnetMcpMgSEM

Wrapper for C++ module. See ?lessSEM:::glmnetMcpSEM

Wrapper for C++ module. See ?lessSEM::glmnetScadMgSEM

Wrapper for C++ module. See ?lessSEM:::glmnetScadSEM

Wrapper for C++ module. See ?lessSEM::istaCappedL1GeneralPurpose

Wrapper for C++ module. See ?lessSEM::istaCappedL1GeneralPurposeCpp

Wrapper for C++ module. See ?lessSEM::istaCappedL1MgSEM

Wrapper for C++ module. See ?lessSEM::istaCappedL1SEM

Wrapper for C++ module. See ?lessSEM::istaEnetGeneralPurpose

Wrapper for C++ module. See ?lessSEM::istaEnetGeneralPurposeCpp

Wrapper for C++ module. See ?lessSEM::istaEnetMgSEM

Wrapper for C++ module. See ?lessSEM::istaEnetSEM

Wrapper for C++ module. See ?lessSEM::istaLspGeneralPurpose

Wrapper for C++ module. See ?lessSEM::istaLspGeneralPurposeCpp

Wrapper for C++ module. See ?lessSEM::istaLSPMgSEM

Wrapper for C++ module. See ?lessSEM::istaLSPSEM

Wrapper for C++ module. See ?lessSEM::istaMcpGeneralPurpose

Wrapper for C++ module. See ?lessSEM::istaMcpGeneralPurposeCpp

Wrapper for C++ module. See ?lessSEM::istaMcpMgSEM

Wrapper for C++ module. See ?lessSEM::istaMcpSEM

Wrapper for C++ module. See ?lessSEM::istaMixedPenaltymgSEM

Wrapper for C++ module. See ?lessSEM::istaMixedPenaltySEM

Wrapper for C++ module. See ?lessSEM::istaScadGeneralPurpose

Wrapper for C++ module. See ?lessSEM::istaScadGeneralPurposeCpp

Wrapper for C++ module. See ?lessSEM::istaScadMgSEM

Wrapper for C++ module. See ?lessSEM::istaScadSEM

internal representation of SEM in C++

internal representation of SEM in C++

regressions

regsem2LavaanParameters

Class for regularized SEM

Class for regularized SEM

Class for regularized SEM using Rsolnp

ridge

ridgeBfgs

scad

scadPenalty_C

SEMCpp class

Show method for objects of class cvRegularizedSEM.

show

show

show

show

show

show

show

show

simulateExampleData

smoothAdaptiveLasso

smoothElasticNet

smoothLasso

stabilitySelection

Class for stability selection

summary method for objects of class cvRegularizedSEM.

summary

summary

summary

summary

variances