rebmix: Finite Mixture Modeling, Clustering & Classification

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.

AuthorMarko Nagode [aut, cre]
Date of publication2016-12-08 18:35:48
MaintainerMarko Nagode <marko.nagode@fs.uni-lj.si>
LicenseGPL (>= 2)
Version2.8.4

View on R-Forge

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

Files in this package

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

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