rebmix: Finite Mixture Modeling, Clustering & Classification
Version 2.9.1

R functions for random univariate and multivariate finite mixture model generation, estimation, clustering and classification. Variables can be continuous, discrete, independent or dependent and may follow normal, lognormal, Weibull, gamma, binomial, Poisson or Dirac parametric families.

Browse man pages Browse package API and functions Browse package files

AuthorMarko Nagode [aut, cre]
Date of publication2017-03-19 11:39:12 UTC
MaintainerMarko Nagode <marko.nagode@fs.uni-lj.si>
LicenseGPL (>= 2)
Version2.9.1
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("rebmix")

Man pages

adult: Adult Dataset
AIC: Akaike Information Criterion
AWE: Approximate Weight of Evidence Criterion
BFSMIX: Predicts Class Membership Based Upon the Best First Search...
BIC: Bayesian Information Criterion
boot.REBMIX: Parametric or Nonparametric Bootstrap for Standard Error and...
chunk: Extracts Chunk from Train and Test Datasets
CLC: Classification Likelihood Criterion
coef.REBMIX: Prints Univariate or Multivariate REBMIX Coefficients
demix: Empirical Density Calculation
dfmix: Predictive Marginal Density Calculation
galaxy: Galaxy Dataset
HQC: Hannan-Quinn Information Criterion
ICL: Integrated Classification Likelihood Criterion
ICLBIC: Approximate Integrated Classification Likelihood Criterion
iris: Iris Data Set
kseq: Sequence of Bins or Nearest Neighbours Generation
logL: Log Likelihood
MDL: Minimum Description Length
PC: Partition Coefficient
pemix: Empirical Distribution Function Calculation
pfmix: Predictive Marginal Distribution Function Calculation
plot.REBMIX: Plots RNGMIX, REBMIX, RCLRMIX and RCLSMIX Output
PRD: Total of Positive Relative Deviations
RCLRMIX: Predicts Cluster Membership Based Upon a Model Trained by...
RCLRMIX-class: Class '"RCLRMIX"'
RCLS.chunk-class: Class '"RCLS.chunk"'
RCLSMIX: Predicts Class Membership Based Upon a Model Trained by...
RCLSMIX-class: Class '"RCLSMIX"'
REBMIX: REBMIX Algorithm for Univariate or Multivariate Finite...
REBMIX.boot-class: Class '"REBMIX.boot"'
REBMIX-class: Class '"REBMIX"'
rebmix-internal: Internal rebmix Functions
RNGMIX: Random Univariate or Multivariate Finite Mixture Generation
RNGMIX-class: Class '"RNGMIX"'
split: Splits Dataset into Train and Test Datasets
SSE: Sum of Squares Error
truck: Truck Dataset
weibull: Weibull Dataset 8.1
weibullnormal: Weibull-normal Simulated Dataset
wine: Wine Recognition Data
Zp: Predictive Cluster Membership

Functions

AIC Man page
AIC,ANY-method Man page
AIC,REBMIX-method Man page
AIC,REBMVNORM-method Man page
AIC-methods Man page
AIC3 Man page
AIC3,ANY-method Man page
AIC3,REBMIX-method Man page
AIC3,REBMVNORM-method Man page
AIC3-methods Man page
AIC4 Man page
AIC4,ANY-method Man page
AIC4,REBMIX-method Man page
AIC4,REBMVNORM-method Man page
AIC4-methods Man page
AICc Man page
AICc,ANY-method Man page
AICc,REBMIX-method Man page
AICc,REBMVNORM-method Man page
AICc-methods Man page
AWE Man page
AWE,ANY-method Man page
AWE,REBMIX-method Man page
AWE,REBMVNORM-method Man page
AWE-methods Man page
BFSMIX Man page
BFSMIX,ANY-method Man page
BFSMIX,RCLSMIX-method Man page
BFSMIX,RCLSMVNORM-method Man page
BFSMIX-methods Man page
BIC Man page
BIC,ANY-method Man page
BIC,REBMIX-method Man page
BIC,REBMVNORM-method Man page
BIC-methods Man page
CAIC Man page
CAIC,ANY-method Man page
CAIC,REBMIX-method Man page
CAIC,REBMVNORM-method Man page
CAIC-methods Man page
CLC Man page
CLC,ANY-method Man page
CLC,REBMIX-method Man page
CLC,REBMVNORM-method Man page
CLC-methods Man page
HQC Man page
HQC,ANY-method Man page
HQC,REBMIX-method Man page
HQC,REBMVNORM-method Man page
HQC-methods Man page
ICL Man page
ICL,ANY-method Man page
ICL,REBMIX-method Man page
ICL,REBMVNORM-method Man page
ICL-methods Man page
ICLBIC Man page
ICLBIC,ANY-method Man page
ICLBIC,REBMIX-method Man page
ICLBIC,REBMVNORM-method Man page
ICLBIC-methods Man page
MDL2 Man page
MDL2,ANY-method Man page
MDL2,REBMIX-method Man page
MDL2,REBMVNORM-method Man page
MDL2-methods Man page
MDL5 Man page
MDL5,ANY-method Man page
MDL5,REBMIX-method Man page
MDL5,REBMVNORM-method Man page
MDL5-methods Man page
PC Man page
PC,ANY-method Man page
PC,REBMIX-method Man page
PC,REBMVNORM-method Man page
PC-methods Man page
PRD Man page
PRD,ANY-method Man page
PRD,REBMIX-method Man page
PRD,REBMVNORM-method Man page
PRD-methods Man page
RCLRMIX Man page
RCLRMIX,ANY-method Man page
RCLRMIX,RCLRMIX-method Man page
RCLRMIX,RCLRMVNORM-method Man page
RCLRMIX-class Man page
RCLRMIX-methods Man page
RCLRMVNORM-class Man page
RCLS.chunk-class Man page
RCLSMIX Man page
RCLSMIX,ANY-method Man page
RCLSMIX,RCLSMIX-method Man page
RCLSMIX,RCLSMVNORM-method Man page
RCLSMIX-class Man page
RCLSMIX-methods Man page
RCLSMVNORM-class Man page
REBMIX Man page
REBMIX,ANY-method Man page
REBMIX,REBMIX-method Man page
REBMIX,REBMVNORM-method Man page
REBMIX-class Man page
REBMIX-methods Man page
REBMIX.boot-class Man page
REBMVNORM-class Man page
REBMVNORM.boot-class Man page
RNGMIX Man page
RNGMIX,ANY-method Man page
RNGMIX,RNGMIX-method Man page
RNGMIX,RNGMVNORM-method Man page
RNGMIX-class Man page
RNGMIX-methods Man page
RNGMVNORM-class Man page
SSE Man page
SSE,ANY-method Man page
SSE,REBMIX-method Man page
SSE,REBMVNORM-method Man page
SSE-methods Man page
Zp Man page
Zp,RCLRMIX-method Man page
Zp,RCLRMVNORM-method Man page
Zp-methods Man page
adult Man page
as.number Source code
boot Man page
boot,REBMIX-method Man page
boot,REBMVNORM-method Man page
boot-methods Man page
chunk Man page
chunk,RCLS.chunk-method Man page
chunk-methods Man page
coef Man page
coef,REBMIX-method Man page
coef,REBMVNORM-method Man page
coef-methods Man page
ddirac Source code
demix Man page
demix,REBMIX-method Man page
demix,REBMVNORM-method Man page
demix-methods Man page
densHistogram.x Source code
densHistogram.xy Source code
densKNearestNeighbour.x Source code
densKNearestNeighbour.xy Source code
densParzenWindow.x Source code
densParzenWindow.xy Source code
dfmix Man page
dfmix,REBMIX-method Man page
dfmix,REBMVNORM-method Man page
dfmix-methods Man page
dfmix.x Source code
dfmix.xy Source code
dfmvnorm.x Source code
dfmvnorm.xy Source code
dist.x Source code
dist.xy Source code
extractThetaA Source code
extractThetaB Source code
galaxy Man page
iris Man page
is.error Source code
is.number Source code
is.wholenumber Source code
kseq Man page Source code
legendA Source code
logL Man page
logL,ANY-method Man page
logL,REBMIX-method Man page
logL,REBMVNORM-method Man page
logL-methods Man page
pdirac Source code
pemix Man page
pemix,REBMIX-method Man page
pemix,REBMVNORM-method Man page
pemix-methods Man page
pfmix Man page
pfmix,REBMIX-method Man page
pfmix,REBMVNORM-method Man page
pfmix-methods Man page
pfmix.x Source code
pfmix.xy Source code
pfmvnorm.x Source code
pfmvnorm.xy Source code
plot,RCLRMIX,missing-method Man page
plot,RCLRMVNORM,missing-method Man page
plot,RCLSMIX,missing-method Man page
plot,RCLSMVNORM,missing-method Man page
plot,REBMIX,missing-method Man page
plot,REBMVNORM,missing-method Man page
plot,RNGMIX,missing-method Man page
plot,RNGMVNORM,missing-method Man page
plot-methods Man page
show,RCLRMIX-method Man page
show,RCLRMVNORM-method Man page
show,RCLSMIX-method Man page
show,RCLSMVNORM-method Man page
show,REBMIX-method Man page
show,REBMIX.boot-method Man page
show,REBMVNORM-method Man page
show,REBMVNORM.boot-method Man page
show,RNGMIX-method Man page
show,RNGMVNORM-method Man page
split Man page
split,list-method Man page
split,numeric-method Man page
split-methods Man page
summary,RCLRMIX-method Man page
summary,RCLRMVNORM-method Man page
summary,RCLSMIX-method Man page
summary,RCLSMVNORM-method Man page
summary,REBMIX-method Man page
summary,REBMIX.boot-method Man page
summary,REBMVNORM-method Man page
summary,REBMVNORM.boot-method Man page
truck Man page
weibull Man page
weibullnormal Man page
wine Man page

Files

inst
inst/CITATION
inst/NEWS.Rd
inst/doc
inst/doc/rebmix.Rnw
inst/doc/rebmix.R
inst/doc/rebmix.pdf
src
src/rngmvnormf.h
src/rngmixf.h
src/rngmixf.cpp
src/base.h
src/Rrebmix.cpp
src/Rrebmvnorm.cpp
src/rebmix.cpp
src/rebmvnormf.h
src/rebmvnormf.cpp
src/rebmixf.cpp
src/rebmixf.h
src/rngmvnormf.cpp
src/init.c
src/base.cpp
NAMESPACE
demo
demo/rebmix.galaxy.R
demo/rebmix.truck.R
demo/rebmix.weibullnormal.R
demo/00Index
demo/rebmix.multivariate.normal.R
demo/rebmix.univariate.normal.R
demo/rebmix.mixed.continuous.discrete.R
data
data/weibullnormal.rda
data/galaxy.rda
data/truck.rda
data/iris.rda
data/adult.rda
data/weibull.rda
data/wine.rda
R
R/AllClasses.R
R/IC.R
R/AllGenerics.R
R/densHistogram.xy.R
R/defaults.R
R/extractThetaA.R
R/RNGMIX.R
R/pemix.R
R/coef.REBMIX.R
R/Zp.R
R/densParzenWindow.x.R
R/plot.RNGMIX.R
R/chunk.RCLS.R
R/demix.R
R/dist.x.R
R/pdirac.R
R/densKNearestNeighbour.x.R
R/kseq.R
R/boot.REBMIX.R
R/is.wholenumber.R
R/densParzenWindow.xy.R
R/plot.REBMIX.R
R/pfmvnorm.xy.R
R/pfmvnorm.x.R
R/dfmix.R
R/dfmvnorm.xy.R
R/is.number.R
R/extractThetaB.R
R/ddirac.R
R/split.R
R/plot.RCLRMIX.R
R/dfmix.xy.R
R/dfmvnorm.x.R
R/densHistogram.x.R
R/summary.R
R/is.error.R
R/RCLSMIX.R
R/pfmix.x.R
R/pfmix.R
R/densKNearestNeighbour.xy.R
R/RCLRMIX.R
R/dist.xy.R
R/legendA.R
R/pfmix.xy.R
R/REBMIX.R
R/dfmix.x.R
R/as.number.R
R/plot.RCLSMIX.R
vignettes
vignettes/rebmix.Rnw
vignettes/rebmix.bib
MD5
build
build/vignette.rds
DESCRIPTION
man
man/rebmix-internal.Rd
man/logL.Rd
man/AIC.Rd
man/dfmix.Rd
man/BFSMIX.Rd
man/weibullnormal.Rd
man/iris.Rd
man/wine.Rd
man/RCLRMIX-class.Rd
man/MDL.Rd
man/SSE.Rd
man/Zp.Rd
man/PRD.Rd
man/truck.Rd
man/REBMIX.boot-class.Rd
man/ICL.Rd
man/RCLRMIX.Rd
man/coef.REBMIX.Rd
man/kseq.Rd
man/galaxy.Rd
man/RCLS.chunk-class.Rd
man/split.Rd
man/RNGMIX.Rd
man/RCLSMIX.Rd
man/boot.REBMIX.Rd
man/RNGMIX-class.Rd
man/chunk.Rd
man/adult.Rd
man/ICLBIC.Rd
man/REBMIX.Rd
man/demix.Rd
man/BIC.Rd
man/pemix.Rd
man/HQC.Rd
man/pfmix.Rd
man/REBMIX-class.Rd
man/CLC.Rd
man/AWE.Rd
man/weibull.Rd
man/plot.REBMIX.Rd
man/RCLSMIX-class.Rd
man/PC.Rd
rebmix documentation built on May 19, 2017, 12:57 p.m.