Flexible Mixture Modeling


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Documentation for package `flexmix' version 2.0-0

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

-- A --

AIC,flexmix-method Methods for Function AIC
AIC,stepFlexmix-method Methods for Function AIC

-- B --

betablocker Clinical trial of beta-blockers
BIC,flexmix-method Methods for Function BIC
BIC,stepFlexmix-method Methods for Function BIC
bioChemists Article production by graduate students in biochemistry Ph.D. programs
BregFix Artificial Example for Binomial Regression

-- C --

candy Candy packs purchased
cluster,flexmix,ANY-method Determine cluster membership and posterior probabilities
cluster,flexmix,missing-method Determine cluster membership and posterior probabilities
coerce,list,FLXcontrol-method Class "FLXcontrol"
coerce,list,FLXnested-method Class "FLXnested"
coerce,NULL,FLXcontrol-method Class "FLXcontrol"
coerce,NULL,FLXnested-method Class "FLXnested"
coerce,numeric,FLXnested-method Class "FLXnested"

-- D --

dmft Dental data

-- E --

ExNclus Artificial Example with 4 Gaussians
ExNPreg Artificial Example for Normal, Poisson and Binomial Regression

-- F --

fabricfault Fabric Faults
fitted,flexmix-method Extract Model Fitted Values
fitted,FLXM-method Extract Model Fitted Values
fitted,FLXR-method Extract Model Fitted Values
fitted,FLXRMRglm-method Extract Model Fitted Values
fitted-methods Extract Model Fitted Values
flexmix Flexible Mixture Modeling
flexmix,formula,ANY,ANY,ANY,FLXM-method Flexible Mixture Modeling
flexmix,formula,ANY,ANY,ANY,list-method Flexible Mixture Modeling
flexmix,formula,ANY,ANY,ANY,missing-method Flexible Mixture Modeling
flexmix-class Class "flexmix"
FLXbclust FlexMix Binary Clustering Driver
FLXcomponent-class Class "FLXcomponent"
FLXconstant Creates the concomitant variable model.
FLXcontrol-class Class "FLXcontrol"
FLXdist-class Class "FLXdist"
FLXfit Fitter Function for FlexMix Models
FLXfit,list-method Fitter Function for FlexMix Models
FLXglm FlexMix Interface to Generalized Linear Models
FLXglmFix FlexMix Interface to Generalized Linear Models with fixed coefficients
FLXM-class Class "FLXM"
FLXMC-class Class "FLXM"
FLXmclust FlexMix Clustering Demo Driver
FLXMCmvbinary FlexMix Binary Clustering Driver
FLXMCmvnorm FlexMix Clustering Demo Driver
FLXMCmvpois FlexMix Poisson Clustering Driver
FLXMR-class Class "FLXM"
FLXMRglm FlexMix Interface to Generalized Linear Models
FLXMRglmfix FlexMix Interface to Generalized Linear Models with fixed coefficients
FLXMRziglm FlexMix Interface to Zero Inflated Generalized Linear Models
FLXMRziglm-class FlexMix Interface to Zero Inflated Generalized Linear Models
FLXmultinom Creates the concomitant variable model.
FLXnested-class Class "FLXnested"
FLXP-class Creates the concomitant variable model.
FLXPconstant Creates the concomitant variable model.
FLXPconstant-class Creates the concomitant variable model.
FLXPmultinom Creates the concomitant variable model.
FLXPmultinom-class Creates the concomitant variable model.
FLXRM-class Refit a Fitted Model
FLXRMRziglm-class FlexMix Interface to Zero Inflated Generalized Linear Models
FLXRP-class Refit a Fitted Model

-- G --

getModel,stepFlexmix-method Run FlexMix Repeatedly

-- I --

ICL,flexmix-method Integrated completed likelihood criterion
ICL,stepFlexmix-method Integrated completed likelihood criterion
initialize,FLXnested-method Class "FLXnested"

-- K --

KLdiv,flexmix-method Kullback-Leibler Divergence
KLdiv,matrix-method Kullback-Leibler Divergence

-- L --

logLik,flexmix-method Methods for Function logLik in Package `flexmix'

-- 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 Class "FLXdist"
parameters,FLXdist-method Class "FLXdist"
patent Patents and R&D spending
plot,flexmix,missing-method Rootogram of Posterior Probabilities
plot,FLXR,missing-method Refit a Fitted Model
plot,stepFlexmix,missing-method Run FlexMix Repeatedly
plotEll Plot Confidence Ellipses for FLXMCmvnorm Results
posterior,flexmix,missing-method Determine cluster membership and posterior probabilities
posterior,FLXdist,listOrdata.frame-method Determine cluster membership and posterior probabilities
predict,FLXdist-method Class "FLXdist"
predict,FLXM-method Class "FLXdist"
predict,FLXMRglm-method Class "FLXdist"
prior Class "FLXdist"
prior,FLXdist-method Class "FLXdist"

-- R --

refit,flexmix-method Refit a Fitted Model
refit,FLXM-method Refit a Fitted Model
refit,FLXMRglm-method Refit a Fitted Model
refit,FLXMRziglm-method FlexMix Interface to Zero Inflated Generalized Linear Models
refit,FLXP-method Creates the concomitant variable model.
refit,FLXPmultinom-method Creates the concomitant variable model.

-- S --

salmonellaTA98 Salmonella reverse mutagenicity assay
seizure Epileptic Seizure Data
show,Coefmat-method Refit a Fitted Model
show,flexmix-method Flexible Mixture Modeling
show,FLXcomponent-method Class "FLXcomponent"
show,FLXM-method Class "FLXM"
show,FLXP-method Creates the concomitant variable model.
show,FLXR-method Refit a Fitted Model
show,FLXRM-method Refit a Fitted Model
show,FLXRMRglm-method Refit a Fitted Model
show,stepFlexmix-method Run FlexMix Repeatedly
show,summary.flexmix-method Flexible Mixture Modeling
stepFlexmix Run FlexMix Repeatedly
stepFlexmix-class Run FlexMix Repeatedly
summary,flexmix-method Flexible Mixture Modeling
summary,FLXR-method Refit a Fitted Model
summary,FLXRM-method Refit a Fitted Model
summary,FLXRMRglm-method Refit a Fitted Model
summary,FLXRMRziglm-method FlexMix Interface to Zero Inflated Generalized Linear Models
summary,FLXRP-method Creates the concomitant variable model.
summary,FLXRPmultinom-method Creates the concomitant variable model.

-- T --

tribolium Tribolium beetles
trypanosome Trypanosome

-- U --

unique,stepFlexmix-method Run FlexMix Repeatedly

-- W --

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