All functions

AIC,flexmix-method AIC,stepFlexmix-method

Methods for Function AIC

BIC,flexmix-method BIC,stepFlexmix-method

Methods for Function BIC

BregFix

Artificial Example for Binomial Regression

EIC(<flexmix>) EIC(<stepFlexmix>)

Entropic Measure Information Criterion

ExLinear()

Artificial Data from a Generalized Linear Regression Mixture

ExNPreg() NPreg

Artificial Example for Normal, Poisson and Binomial Regression

ExNclus() Nclus

Artificial Example with 4 Gaussians

FLXMCdist1()

FlexMix Clustering of Univariate Distributions

FLXMCfactanal()

Driver for Mixtures of Factor Analyzers

FLXMCmvcombi()

FlexMix Binary and Gaussian Clustering Driver

FLXMCmvpois()

FlexMix Poisson Clustering Driver

FLXMRcondlogit()

FlexMix Interface to Conditional Logit Models

FLXMRglmnet()

FlexMix Interface for Adaptive Lasso / Elastic Net with GLMs

FLXMRlmm() FLXMRlmer()

FlexMix Interface to Linear Mixed Models

FLXMRlmmc()

FlexMix Interface to Linear Mixed Models with Left-Censoring

FLXMRmgcv()

FlexMix Interface to GAMs

FLXMRmultinom()

FlexMix Interface to Multiomial Logit Models

FLXMRrobglm()

FlexMix Driver for Robust Estimation of Generalized Linear Models

FLXMRziglm()

FlexMix Interface to Zero Inflated Generalized Linear Models

FLXP-class initialize,FLXP-method FLXPconstant-class FLXPmultinom-class

Class "FLXP"

FLXMCmvbinary()

FlexMix Binary Clustering Driver

FLXcomponent-class show,FLXcomponent-method

Class "FLXcomponent"

FLXPconstant() FLXPmultinom()

Creates the Concomitant Variable Model

FLXcontrol-class coerce,list,FLXcontrol-method coerce,NULL,FLXcontrol-method

Class "FLXcontrol"

parameters(<FLXdist>) predict(<FLXdist>)

Class "FLXdist"

FLXdist()

Finite Mixtures of Distributions

FLXfit()

Fitter Function for FlexMix Models

FLXMRglm()

FlexMix Interface to Generalized Linear Models

FLXMRglmfix()

FlexMix Interface to GLMs with Fixed Coefficients

FLXMCmvnorm() FLXMCnorm1()

FlexMix Clustering Demo Driver

FLXM-class FLXMC-class FLXMR-class FLXMCsparse-class show,FLXM-method

Class "FLXM"

FLXnested-class coerce,list,FLXnested-method coerce,NULL,FLXnested-method coerce,numeric,FLXnested-method initialize,FLXnested-method

Class "FLXnested"

ICL(<flexmix>) ICL(<stepFlexmix>)

Integrated Completed Likelihood Criterion

KLdiv(<matrix>) KLdiv(<flexmix>)

Kullback-Leibler Divergence

Lapply(<FLXRmstep>)

Methods for Function Lapply

Mehta

Mehta Trial

NregFix

Artificial Example for Normal Regression

betablocker

Clinical Trial of Beta-Blockers

bioChemists

Articles by Graduate Students in Biochemistry Ph.D. Programs

boot() LR_test()

Bootstrap a flexmix Object

candy

Candy Packs Purchased

dmft

Dental Data

fabricfault

Fabric Faults

fitted(<flexmix>)

Extract Model Fitted Values

flexmix-class

Class "flexmix"

flexmix() summary(<flexmix>)

Flexible Mixture Modeling

flxglht()

Simultaneous Inference in Finite Mixtures of Regression Models

group(<flexmix>) group(<FLXM>) group(<FLXMRglmfix>)

Extract Grouping Variable

logLik,flexmix-method logLik,stepFlexmix-method

Methods for Function logLik in Package flexmix

patent

Patents and R&D Spending

plot(<flexmix>,<missing>)

Rootogram of Posterior Probabilities

plotEll()

Plot Confidence Ellipses for FLXMCmvnorm Results

posterior(<flexmix>,<missing>) posterior(<FLXdist>,<listOrdata.frame>) clusters(<flexmix>,<missing>) clusters(<FLXdist>,<ANY>)

Determine Cluster Membership and Posterior Probabilities

refit(<flexmix>) summary(<FLXRoptim>) summary(<FLXRmstep>) plot(<FLXRoptim>,<missing>)

Refit a Fitted Model

relabel()

Relabel the Components

rflexmix()

Random Number Generator for Finite Mixtures

salmonellaTA98

Salmonella Reverse Mutagenicity Assay

seizure

Epileptic Seizure Data

initFlexmix() initMethod() stepFlexmix() plot(<stepFlexmix>,<missing>) getModel(<stepFlexmix>) unique(<stepFlexmix>)

Run FlexMix Repeatedly

tribolium

Tribolium Beetles

trypanosome

Trypanosome

whiskey

Survey Data on Brands of Scotch Whiskey Consumed