checkVarianceY

plotHeat

DetPredSubj

calculateICL

calculateBIC

InitPseudoRand

InitRat

reorderLags

determineLagOrder

createX

createOutputList

constraintsOnB

checkSingularitySigma

checkPosteriorsNA

checkOutliers

checkLikelihoodsNA

checkConvergence

checkComponentsCollapsed

callEMFuncs

callCalculateCoefficientsForRandoAndRational

calculateW

calculateU

calculateTau

calculateSigma

calculateRatio

calculatePosterior

calculateNPara

calculateLagList

calculateIC

calculateFYZ

calculateCoefficientsForRandoAndRational

calculateBandWZero

calculateB

calculateA

InitFuncs

EMInit

EMFunc

internal

clusterVAR-internal

Estimates latent class vector-autoregressive models via EM algorithm on time-series data for model-based clustering and classification. Includes model selection criteria for selecting the number of lags and clusters.

Anja Ernst

ClusterVAR

Fitting Latent Class Vector-Autoregressive (VAR) Models

Jonas Haslbeck

clusterVAR-internal function

Author

Internal ClusterVAR functions — clusterVAR-internal

Internal ClusterVAR functions

clusterVAR-internal: Internal ClusterVAR functions

Description

Arguments

Value

Author

Details