Flexible Mixture Modeling

Documentation for package ‘flexmix’ version 2.3-20

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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