R: Flexible Mixture Modeling

# Flexible Mixture Modeling

## Documentation for package ‘flexmix’ version 2.3-20

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package NEWS

## Help Pages

A B C D E F G I K L M N P R S T U W

## -- A --

AIC-method | Methods for Function AIC

## -- B --

betablocker | Clinical Trial of Beta-Blockers
BIC-method | Methods for Function BIC
bioChemists | Articles by Graduate Students in Biochemistry Ph.D. Programs
boot | Bootstrap a flexmix Object
boot-method | Bootstrap a flexmix Object
BregFix | Artificial Example for Binomial Regression

## -- C --

candy | Candy Packs Purchased
clusters-method | Bootstrap a flexmix Object
clusters-method | Determine Cluster Membership and Posterior Probabilities
coerce-method | Class "FLXcontrol"
coerce-method | Class "FLXnested"

## -- D --

dmft | Dental Data

## -- E --

EIC | Entropic Measure Information Criterion
EIC-method | Entropic Measure Information Criterion
ExLinear | Artificial Data from a Generalized Linear Regression Mixture
ExNclus | Artificial Example with 4 Gaussians
ExNPreg | Artificial Example for Normal, Poisson and Binomial Regression

## -- F --

fabricfault | Fabric Faults
fitted-method | Extract Model Fitted Values
flexmix | Flexible Mixture Modeling
flexmix-class | Class "flexmix"
flexmix-method | Flexible Mixture Modeling
FLXbclust | FlexMix Binary Clustering Driver
FLXboot-class | Bootstrap a flexmix Object
FLXcomponent-class | Class "FLXcomponent"
FLXconstant | Creates the Concomitant Variable Model
FLXcontrol-class | Class "FLXcontrol"
FLXdeterminePostunscaled-method | FlexMix Interface to Linear Mixed Models
FLXdist | Finite Mixtures of Distributions
FLXdist-class | Class "FLXdist"
FLXfit | Fitter Function for FlexMix Models
FLXfit-method | Fitter Function for FlexMix Models
FLXgetModelmatrix-method | FlexMix Interface to Linear Mixed Models
FLXgetObs-method | FlexMix Interface to Linear Mixed Models
flxglht | Simultaneous Inference in Finite Mixtures of Regression Models
flxglht-method | Simultaneous Inference in Finite Mixtures of Regression Models
FLXglm | FlexMix Interface to Generalized Linear Models
FLXglmFix | FlexMix Interface to GLMs with Fixed Coefficients
FLXgradlogLikfun-method | FlexMix Interface to Zero Inflated Generalized Linear Models
FLXM-class | Class "FLXM"
FLXMC-class | Class "FLXM"
FLXMCdist1 | FlexMix Clustering of Univariate Distributions
FLXMCfactanal | Driver for Mixtures of Factor Analyzers
FLXmclust | FlexMix Clustering Demo Driver
FLXMCmvbinary | FlexMix Binary Clustering Driver
FLXMCmvcombi | FlexMix Binary and Gaussian Clustering Driver
FLXMCmvnorm | FlexMix Clustering Demo Driver
FLXMCmvpois | FlexMix Poisson Clustering Driver
FLXMCnorm1 | FlexMix Clustering Demo Driver
FLXMCsparse-class | Class "FLXM"
FLXMR-class | Class "FLXM"
FLXMRcondlogit | FlexMix Interface to Conditional Logit Models
FLXMRglm | FlexMix Interface to Generalized Linear Models
FLXMRglmfix | FlexMix Interface to GLMs with Fixed Coefficients
FLXMRglmnet | FlexMix Interface for Adaptive Lasso / Elastic Net with GLMs
FLXMRglmnet-class | FlexMix Interface for Adaptive Lasso / Elastic Net with GLMs
FLXMRlmc-class | FlexMix Interface to Linear Mixed Models with Left-Censoring
FLXMRlmcfix-class | FlexMix Interface to Linear Mixed Models with Left-Censoring
FLXMRlmer | FlexMix Interface to Linear Mixed Models
FLXMRlmer-class | FlexMix Interface to Linear Mixed Models
FLXMRlmm | FlexMix Interface to Linear Mixed Models
FLXMRlmm-class | FlexMix Interface to Linear Mixed Models
FLXMRlmmc | FlexMix Interface to Linear Mixed Models with Left-Censoring
FLXMRlmmc-class | FlexMix Interface to Linear Mixed Models with Left-Censoring
FLXMRlmmcfix-class | FlexMix Interface to Linear Mixed Models with Left-Censoring
FLXMRlmmfix-class | FlexMix Interface to Linear Mixed Models
FLXMRmgcv | FlexMix Interface to GAMs
FLXMRmgcv-class | FlexMix Interface to GAMs
FLXMRmultinom | FlexMix Interface to Multiomial Logit Models
FLXMRrobglm | FlexMix Driver for Robust Estimation of Generalized Linear Models
FLXMRrobglm-class | FlexMix Driver for Robust Estimation of Generalized Linear Models
FLXMRziglm | FlexMix Interface to Zero Inflated Generalized Linear Models
FLXMRziglm-class | FlexMix Interface to Zero Inflated Generalized Linear Models
FLXmstep-method | FlexMix Interface to Linear Mixed Models
FLXmultinom | Creates the Concomitant Variable Model
FLXnested-class | Class "FLXnested"
FLXP-class | Class "FLXP"
FLXPconstant | Creates the Concomitant Variable Model
FLXPconstant-class | Class "FLXP"
FLXPmultinom | Creates the Concomitant Variable Model
FLXPmultinom-class | Class "FLXP"
FLXreplaceParameters-method | FlexMix Interface to Zero Inflated Generalized Linear Models
FLXRmstep-class | Refit a Fitted Model
FLXRoptim-class | Refit a Fitted Model

## -- G --

getModel-method | Run FlexMix Repeatedly
group | Extract Grouping Variable
group-method | Extract Grouping Variable
group-methods | Extract Grouping Variable

## -- I --

ICL-method | Integrated Completed Likelihood Criterion
initFlexmix | Run FlexMix Repeatedly
initialize-method | Class "FLXP"
initialize-method | Class "FLXnested"
initMethod | Run FlexMix Repeatedly
initMethod-class | Run FlexMix Repeatedly

## -- K --

KLdiv-method | Kullback-Leibler Divergence

## -- L --

Lapply-method | Methods for Function Lapply
logLik-method | Methods for Function logLik in Package 'flexmix'
LR_test | Bootstrap a flexmix Object
LR_test-method | Bootstrap a flexmix Object

## -- M --

Mehta | Mehta Trial

## -- N --

Nclus | Artificial Example with 4 Gaussians
NPreg | Artificial Example for Normal, Poisson and Binomial Regression
NregFix | Artificial Example for Normal Regression

## -- P --

parameters-method | Class "FLXdist"
parameters-method | Bootstrap a flexmix Object
patent | Patents and R&D Spending
plot-method | Bootstrap a flexmix Object
plot-method | Rootogram of Posterior Probabilities
plot-method | Refit a Fitted Model
plot-method | Run FlexMix Repeatedly
plot-methods | Rootogram of Posterior Probabilities
plotEll | Plot Confidence Ellipses for FLXMCmvnorm Results
posterior-method | Bootstrap a flexmix Object
posterior-method | Determine Cluster Membership and Posterior Probabilities
predict-method | FlexMix Interface to Linear Mixed Models
predict-method | FlexMix Interface to Linear Mixed Models with Left-Censoring
predict-method | Class "FLXdist"
predict-method | Bootstrap a flexmix Object
prior | Class "FLXdist"
prior-method | Class "FLXdist"
prior-method | Flexible Mixture Modeling

## -- R --

refit-method | FlexMix Interface to Zero Inflated Generalized Linear Models
refit-method | Refit a Fitted Model
relabel | Relabel the Components
relabel-method | Relabel the Components
rflexmix | Random Number Generator for Finite Mixtures
rflexmix-method | Random Number Generator for Finite Mixtures
rFLXM | Random Number Generator for Finite Mixtures
rFLXM-method | Driver for Mixtures of Factor Analyzers
rFLXM-method | FlexMix Interface to Linear Mixed Models
rFLXM-method | Random Number Generator for Finite Mixtures

## -- S --

salmonellaTA98 | Salmonella Reverse Mutagenicity Assay
seizure | Epileptic Seizure Data
show-method | Class "FLXcomponent"
show-method | Creates the Concomitant Variable Model
show-method | Finite Mixtures of Distributions
show-method | Class "FLXM"
show-method | Bootstrap a flexmix Object
show-method | Flexible Mixture Modeling
show-method | Refit a Fitted Model
show-method | Run FlexMix Repeatedly
simulate-method | Finite Mixtures of Distributions
stepFlexmix | Run FlexMix Repeatedly
stepFlexmix-class | Run FlexMix Repeatedly
summary-method | Flexible Mixture Modeling
summary-method | Refit a Fitted Model

## -- T --

tribolium | Tribolium Beetles
trypanosome | Trypanosome

## -- U --

unique-method | Run FlexMix Repeatedly

## -- W --

whiskey | Survey Data on Brands of Scotch Whiskey Consumed
whiskey_brands | Survey Data on Brands of Scotch Whiskey Consumed