modsem
Latent Interaction (and Moderation) Analysis in Structural Equation Models (SEM)

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modsem: Latent Interaction (and Moderation) Analysis in Structural Equation Models (SEM)
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API for modsem
Latent Interaction (and Moderation) Analysis in Structural Equation Models (SEM)

Global functions
.completeScoresNodeFD Source code
.isOnUnix Source code
.logdensAllObsNode Source code
.onAttach Source code
.onLoad Source code
GINV Source code
LavConcat Source code
LavEqual Source code
LavStart Source code
TPB Man page
TPB_1SO Man page
TPB_2SO Man page
TPB_UK Man page
`%in_paired%` Source code
`forceRowNames<-` Source code
`getTokenPriority<-` Source code
adaptiveGaussQuadrature Source code
adaptiveGaussQuadratureK Source code
addCharToken Source code
addCovariances Source code
addMissingCovariances Source code
addSpecsParTable Source code
addTransformedEstimatesPT Source code
addVariances Source code
addZStatsParTable Source code
aggregateMatrices Source code
allignLhsRhs Source code
anyAllNA Source code
appendToList Source code
applyTransformationByGrouping Source code
as.character.LavToken Source code
as.character.matrix Source code
as.data.frame.simple_slopes Source code
as.logical.matrix Source code
assignSubClass Source code
assignSubClass.LavClosure Source code
assignSubClass.LavMathExpr Source code
assignSubClass.LavName Source code
assignSubClass.LavNumeric Source code
assignSubClass.LavOperator Source code
assignSubClass.LavToken Source code
blas_get_num_procs Source code
blas_set_num_threads Source code
bootstrap_modsem Man page Source code
bootstrap_modsem.function Man page Source code
bootstrap_modsem.modsem_da Man page Source code
bootstrap_modsem.modsem_pi Man page Source code
buildMathExprToken Source code
calcAIC Source code
calcAVE Source code
calcAdjAIC Source code
calcAdjBIC Source code
calcBIC Source code
calcBinvCpp Source code
calcChiSqr Source code
calcChronbach Source code
calcConstructRel Source code
calcCovParTable Source code
calcEFIM_LMS Source code
calcEFIM_QML Source code
calcExpectedMatricesDA Source code
calcFIM_da Source code
calcHessian Source code
calcKronXi Source code
calcOFIM_LMS Source code
calcOFIM_QML Source code
calcPhiTheta Source code
calcRMSEA Source code
calcSESimpleSlopes Source code
calcSE_da Source code
calcSRMR_Mplus Source code
calcSigmaXU Source code
calcThetaLabel Source code
calcVarParTable Source code
calc_se Source code
calculateResidualsDf Source code
canBeNumeric Source code
capturePrint Source code
castDataNumericMatrix Source code
centerIndicators Source code
centerInteractions Source code
centerInteractionsCOEFS Source code
centeredSolutionCOEFS Source code
centered_estimates Man page Source code
centered_estimates.lavaan Man page Source code
centered_estimates.modsem_da Man page Source code
checkAConstraints Source code
checkCovEtaXi Source code
checkCovModelVariables Source code
checkElementsInProds Source code
checkHigherOrderInteractions Source code
checkMissingMethod Source code
checkNodesLms Source code
checkOVsInStructuralModel Source code
checkOmegaEtaXi Source code
checkOpenMP_Cpp Source code
checkOverlappingIndicators Source code
checkParTableDA Source code
checkParTableEstimates Source code
checkStartingParams Source code
checkVCOV Source code
checkVariances Source code
checkVarsIntsDA Source code
checkZeroVariances Source code
chooseToken Source code
cleanTracedPaths Source code
clearConsoleLine Source code
coef.modsem_da Source code
coef.modsem_mplus Source code
coef.modsem_pi Source code
coefficients.modsem_da Source code
coefficients.modsem_pi Source code
colorize_output Man page Source code
combineLavLabels Source code
combineListDf Source code
compHessianAllLogLikLms Source code
compLogLikLms Source code
compare_fit Man page Source code
compare_fit.modsem_da Source code
compare_fit.modsem_pi Source code
completeLogLikLmsCpp Source code
complicatedGradientAllLogLikLms Source code
complicatedHessianAllLogLikLms Source code
computeFullIcom Source code
computeGradient Source code
constraintsContainUnmatchedLabels Source code
constructA Source code
constructAlpha Source code
constructFullL2 Source code
constructFullR Source code
constructFullSigma2ThetaEpsilon Source code
constructFullU Source code
constructGamma Source code
constructLambda Source code
constructOmegaEtaXi Source code
constructOmegaXiXi Source code
constructPhi Source code
constructPsi Source code
constructR Source code
constructSubThetaEpsilon1 Source code
constructSubThetaEpsilon2 Source code
constructTau Source code
constructTheta Source code
correctStdSolutionCOEFS Source code
correctStdSolutionPI Source code
countFreeCovModel Source code
cov2cor Source code
covModel Source code
covModelToParTable Source code
createDoubleIntTerms Source code
createExprNode Source code
createIndProds Source code
createLabelCov Source code
createLabelGamma Source code
createLabelLambda Source code
createLabelLambdaSquared Source code
createLabelMean Source code
createLabelVar Source code
createLabelZeta Source code
createLabelsMatrix Source code
createLabelsOmega Source code
createLavLabels Source code
createLavLabelsCov Source code
createParTableBranch Source code
createParTableRow Source code
createProdInds Source code
createRelDf Source code
createSyntaxTreeLine Source code
createSyntaxTreesSyntax Source code
createTheta Source code
createThetaCovModel Source code
createThetaLabel Source code
createTokensLine Source code
customParamsToParTable Source code
default_settings_da Man page Source code
default_settings_pi Man page Source code
defineUndefinedLabels Source code
densityLms Source code
densitySingleLms Source code
derivateConstraint Source code
diagBindSquareMatrices Source code
diagPartitioned Source code
diagPartitionedMat Source code
dmvn Source code
dmvnfast Source code
dmvnrm_arma_mc Source code
dnormCpp Source code
emLms Source code
eraseConsoleLines Source code
estGHNodesInRange Source code
estMForNodesInRange Source code
estQml Source code
estepLms Source code
estimate_h0 Man page Source code
estimate_h0.modsem_da Man page Source code
estimate_h0.modsem_pi Man page Source code
evalToken Source code
evalToken.LavAdd Source code
evalToken.LavBlank Source code
evalToken.LavComment Source code
evalToken.LavFunction Source code
evalToken.LavInteraction Source code
evalToken.LavModify Source code
evalToken.LavName Source code
evalToken.LavNumeric Source code
evalToken.LavOperator Source code
evalToken.LavSeperator Source code
evalToken.LavToken Source code
evalToken.LeftBracket Source code
evalToken.RightBracket Source code
evalTokens Source code
expandVCOV Source code
expectedCovModel Source code
extractFromParTable Source code
extract_lavaan Man page Source code
fdHESS Source code
fetch Source code
fillColsParTable Source code
fillConstExprs Source code
fillCovModel Source code
fillDynExprs Source code
fillMainModel Source code
fillMatricesLabels Source code
fillModel Source code
fillNA_Matrix Source code
fillSymmetric Source code
fillThetaIfStartNULL Source code
finalizeModelEstimatesDA Source code
findEstimatesParTable Source code
findFunctionEnd Source code
findInteractionEstimatesParTable Source code
findInterceptsParTable Source code
fit_modsem_da Man page Source code
fitsToken Source code
fitsToken.LavBlank Source code
fitsToken.LavClosure Source code
fitsToken.LavComment Source code
fitsToken.LavName Source code
fitsToken.LavNumeric Source code
fitsToken.LavOperator Source code
fitsToken.LavString Source code
fixLatentNamesSyntax Source code
fixProdNames Source code
formatNumeric Source code
formatParTable Source code
formatParameters Source code
formatPval Source code
generateSyntax Source code
getCOEFS Source code
getCharsLine Source code
getCoefs Source code
getCoefsRows Source code
getColorizedASCII Source code
getColsU Source code
getConstrExprs Source code
getConvergenceMessage Source code
getCovEqExprs Source code
getDefaultThreads Source code
getDegreesOfFreedom Source code
getDiffTwoMax Source code
getEmptyModel Source code
getEmptyPhi Source code
getEtaRowLabelOmega Source code
getEtas Source code
getEtasModelDA Source code
getFixedInterceptSyntax Source code
getFormulaResCovProdInd Source code
getFreeOrConstIntTerms Source code
getFreeParams Source code
getGradientStruct Source code
getGradientStructSimple Source code
getHigherOrderLVs Source code
getIndicators Source code
getInds Source code
getIndsLVs Source code
getIndsLatents Source code
getIndsMultipleVariables Source code
getIndsVariable Source code
getInfoQuad Source code
getIntTermRows Source code
getIntTerms Source code
getIntercept Source code
getIntercepts Source code
getInternalCoefsDA Source code
getJacobianLabelledParams Source code
getK_NA Source code
getLVs Source code
getLabelIntTerms Source code
getLabelVarXZ Source code
getLabeledParamsLavaan Source code
getLambda Source code
getLambdaParTable Source code
getLatentEtasQml Source code
getLavCoefs Source code
getLevelsParTable Source code
getLines Source code
getMaxThreads Source code
getMean Source code
getMeanFormula Source code
getMeans Source code
getMethodSettingsDA Source code
getMethodSettingsPI Source code
getMinThreads Source code
getMinTokenPriority Source code
getMissingLabels Source code
getOVs Source code
getOrderedParameterLabelsMplus Source code
getPackageVersion Source code
getParTableLabels Source code
getParTableMeasure Source code
getParTableResCov Source code
getParTableResCov.ca Source code
getParTableResCov.equality Source code
getParTableResCov.simple Source code
getParTableRestrictedMean Source code
getParamBounds Source code
getParamLocationsMatrices Source code
getParamNamesMatrix Source code
getProdNames Source code
getRedefinedLabels Source code
getResidualsFormula Source code
getRsqrPI Source code
getSE_Model Source code
getScaleCorrectedItem Source code
getScalingInds Source code
getScalingLambdaY Source code
getSelectSubL2 Source code
getSelectSubSigma2ThetaEpsilon Source code
getSetValFunc Source code
getSingleIndNames Source code
getSortedEtas Source code
getThreadsN Source code
getTokenPosition Source code
getTokenPriority Source code
getTokenString Source code
getTransformationsTheta Source code
getUniqueCombos Source code
getVCOV_LabelledParams Source code
getVarsExpr Source code
getVarsInts Source code
getVarsPI Source code
getWarningWrapper Source code
getWidthPrintedParTable Source code
getXiRowLabelOmega Source code
getXis Source code
getXisModelDA Source code
get_pi_data Man page Source code
get_pi_syntax Man page Source code
gradLogLikLmsCpp Source code
gradObsLogLikLmsCpp Source code
gradientAllLogLikLms Source code
gradientCompLogLikLms Source code
gradientLogLikQml Source code
gradientLogLikQml_i Source code
gradientObsLogLikLms Source code
gradientObsLogLikLms_i Source code
greplRowDf Source code
handleMissingData Source code
hessCompLogLikLmsCpp Source code
hessObsLogLikLmsCpp Source code
hessianAllLogLikLms Source code
hessianCompLogLikLms Source code
hessianObsLogLikLms Source code
highlightError Source code
highlightErrorToken Source code
incrementIterations Source code
initializeToken Source code
intTermsAffectLV Source code
interceptsToParTable Source code
is.LavBlankOrComment Source code
is.LavClosure Source code
is.LavName Source code
is.LavOperator Source code Source code
is.LavToken Source code
is.LeftClosure Source code
is.MathOperator Source code
is.RightClosure Source code
is.diag Source code
is.firstClassOperator Source code
is.invertible Source code
isClustered Source code
isHigherOrderParTable Source code
isLavLabelFunction Source code
isLavaanObject Source code
isModsemObject Source code
isPureEta Source code
isRowInParTable Source code
isScalingY Source code
jordan Man page
labelFactorLoadings Source code
labelParameters Source code
labelRowsOmega Source code
lapplyDf Source code
lapplyMatrix Source code
lapplyNamed Source code
last Source code
lastRow Source code
lbfgs_two_loop Source code
leftJoin Source code
logLikQml Source code
logLikQml_i Source code
mainModelToParTable Source code
matrixMeans Source code
matrixToParTable Source code
maxDepth Source code
maxchar Source code
meanInteractions Source code
mergeTokens Source code
mergeTokensToString Source code
modelToParTable Source code
modsem Man page Source code
modsem-package Man page
modsemMatrix Source code
modsemOrderedScaleCorrection Source code
modsemPICluster Source code
modsemParTable Source code
modsemVector Source code
modsem_coef Man page Source code
modsem_da Man page Source code
modsem_inspect Man page Source code
modsem_inspect.lavaan Man page Source code
modsem_inspect.modsem_da Man page Source code
modsem_inspect.modsem_pi Man page Source code
modsem_inspect_da Source code
modsem_mimput_modsem_da Source code
modsem_mimpute Man page Source code
modsem_mplus Man page Source code
modsem_nobs Man page Source code
modsem_pi Man page Source code
modsem_predict Man page Source code
modsem_predict.modsem_da Man page Source code
modsem_predict.modsem_pi Man page Source code
modsem_vcov Man page Source code
modsemify Man page Source code
mplusTableToParTable Source code
mstepLms Source code
mstepQml Source code
muLmsCpp Source code
muQmlCpp Source code
multiplyIndicators Source code
multiplyIndicatorsCpp Source code
mutliplyPairs Source code
nFreeInterceptsDA Source code
nNegativeLast Source code
nobs.modsem_da Source code
nobs.modsem_mplus Source code
nobs.modsem_pi Source code
notFilledLambda Source code
obsLogLikLms Source code
obsLogLikLms_i Source code
observedInfoFromLouisLms Source code
observedLogLikLmsCpp Source code
omegaToParTable Source code
oneInt Man page
oneWayTableToDataFrame Source code
optimizeStartingParamsDA Source code
padCharMatrix Source code
padString Source code
parTableHasHigherOrderInteraction Source code
parTableHasInteraction Source code
parTableLabelsToList Source code
parTableToEnv Source code
parTableToMplusModel Source code
parTableToSyntax Source code
parameterEstimatesLavSAM Source code
parameter_estimates Man page Source code
parameter_estimates.lavaan Man page Source code
parameter_estimates.modsem_da Man page Source code
parameter_estimates.modsem_mplus Man page Source code
parameter_estimates.modsem_pi Man page Source code
parseLavaan Source code
parseSyntaxTrees Source code
pasteLabels Source code
patternizeMissingDataFIML Source code
plot_interaction Man page Source code
plot_jn Man page Source code
plot_surface Man page Source code
postCheckModel Source code
preCheckModel Source code
prepDataModsemDA Source code
prepParTable Source code
print.ModsemMatrix Source code
print.ModsemParTable Source code
print.ModsemSymmetricMatrix Source code
print.ModsemVector Source code
print.modsem_da Source code
print.modsem_mplus Source code
print.modsem_partable_summary Source code
print.modsem_pi Source code
print.modsem_relcorr Source code
print.simple_slopes Source code
print.summary_da Source code
print.summary_modsem_pi Source code
print.summary_mplus Source code
printModsemPIHeader Source code
printParTable Source code
printParTableDouble Source code
printParTableSingle Source code
printRowsParTable Source code
printTable Source code
printf Source code
prioritizeTokens Source code
probf2 Source code
probf3 Source code
quadrature Source code
rbindParTable Source code
redefineMeasurementModel Source code
relcorr_single_item Man page Source code
removeConstraintExpressions Source code
removeInteractionVariances Source code
removeInteractions Source code
removeLavBlankLine Source code
removeUnknownLabels Source code
rename Source code
repPartitionedCols Source code
repPartitionedRows Source code
rep_dmvnorm Source code
replaceLavOpWithMplus Source code
replaceNonNaModelMatrices Source code
rescaleOrderedData Source code
rescaleOrderedVariableAnalytic Source code
rescaleOrderedVariableMonteCarlo Source code
rescaleVCOV Source code
resetModsemColors Source code
resetModsemParseEnv Source code
resetOptimizerInfoQML Source code
resetThreadEnv Source code
resetThreads Source code
reverseIntTerm Source code Source code
rmvnormParTable Source code
rubinPool Source code
runMultipleMethods Source code
runningAverage Source code
scaleIfNumeric Source code
secondDerivateConstraint Source code
selectBetaRows Source code
selectRowsByCol Source code
selectScalingY Source code
selectThetaEpsilon1 Source code
selectThetaEpsilon2 Source code
selectValuesByCol Source code
setAvailableColors Source code
setMatrixConstraints Source code
setThreadEnv Source code
setThreads Source code
setValLhsFirst Source code
setValRhsFirst Source code
setValSymmetric Source code
set_modsem_colors Man page Source code
sigmaLmsCpp Source code
sigmaQmlCpp Source code
simpleGradientAllLogLikLms Source code
simpleHessianAllLogLikLms Source code
simple_slopes Man page Source code
simulateCrosssimulateCrossResCovRCS Source code
simulateDataParTable Source code
solveFIM Source code
sortConstrExprs Source code
sortConstrExprsFinalPt Source code
sortData Source code
sortParTable Source code
sortParTableDA Source code
sortXis Source code
sortXisConstructOmega Source code
specifyFactorLoadings Source code
specifyFactorLoadingsSingle Source code
specifyModelDA Source code
specifyVarCov Source code
specifyVarCovSingle Source code
splitParTable Source code
splitParTableEtas Source code
splitProdName Source code
splitProdNamesVec Source code
standardize_model Man page Source code
standardizedSolutionCOEFS Source code
standardized_estimates Man page Source code
standardized_estimates.data.frame Source code
standardized_estimates.lavaan Man page Source code
standardized_estimates.modsem_da Man page Source code
standardized_estimates.modsem_mplus Man page Source code
standardized_estimates.modsem_pi Man page Source code
std1 Source code
stop2 Source code
stopif Source code
strRemovIfString Source code
stripColonsParTable Source code
stripMatrices Source code
structureLavExprs Source code
styleOrAsIs Source code
subsetByGrouping Source code
summarize_partable Man page Source code
summary.modsem_da Man page Source code
summary.modsem_mplus Man page Source code
summary.modsem_pi Man page Source code
switchLavOpToMplus Source code
timeExpr Source code
tokenizeSyntax Source code
totalDmvnWeightedCpp Source code
totalLogDmvn Source code
totalLogDvmnW Source code
tr Source code
traceOmegaXiXi Source code
tracePathsCharacterCpp Source code
tracePathsNumericCpp Source code
trace_path Man page Source code
transformEstimatesLavaan Source code
transformedSolutionCOEFS Source code
tryCatchUniroot Source code
tryFormatC Source code
twostep Man page Source code
twostepDA Source code
twostepPI Source code
uniqueByVar Source code
updateStatusLog Source code
varInteractionsAnalytic Source code
varInteractionsMonteCarlo Source code
varZCpp Source code
var_interactions Man page Source code
var_interactions.data.frame Source code
var_interactions.modsem_da Source code
var_interactions.modsem_mplus Source code
vcov.modsem_da Source code
vcov.modsem_mplus Source code
vcov.modsem_pi Source code
warnReplacingLabel Source code
warnif Source code
warning2 Source code
whichIsMax Source code
xwith Source code
modsem documentation built on Aug. 27, 2025, 9:08 a.m.

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