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rebmix (version 2.4.1)

The Rebmix Package

Description

R functions for random univariate and multivariate finite mixture generation, number of components, component weights and component parameters estimation, printing and plotting of finite mixtures, bootstrapping and class membership prediction. Variables can be either continuous or discrete, may follow normal, lognormal, Weibull, gamma, binomial, Poisson or Dirac parametric families and should be independent within components.

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Version

Install

install.packages('rebmix')

Monthly Downloads

373

Version

2.4.1

License

GPL (>= 2)

Maintainer

Marko Nagode

Last Published

June 28th, 2012

Functions in rebmix (2.4.1)

ICL

Integrated Classification Likelihood Criterion
AIC

Akaike Information Criterion
adult

Adult Dataset
MDL

Minimum Description Length
CLC

Classification Likelihood Criterion
BIC

Bayesian Information Criterion
ICLBIC

Approximate Integrated Classification Likelihood Criterion
summary.boot.REBMIX

Prints Univariate or Multivariate boot.REBMIX Summary
pfmix

Predictive Distribution Function Calculation
logL

Log Likelihood
galaxy

Galaxy Dataset
pemix

Empirical Distribution Function Calculation
boot

Parametric or Nonparametric Bootstrap for Standard Error and Coefficient of Variation Estimation
demix

Empirical Density Calculation
RNGMIX

Random Univariate or Multivariate Finite Mixture Generation
HQC

Hannan-Quinn Information Criterion
AWE

Approximate Weight of Evidence Criterion
REBMIX

REBMIX Algorithm for Univariate or Multivariate Finite Mixture Estimation
dfmix

Predictive Density Calculation
PRD

Total of Positive Relative Deviations
print.REBMIX

Prints Univariate or Multivariate REBMIX Output
print.boot.REBMIX

Prints Univariate or Multivariate boot.REBMIX Output
summary.REBMIX

Prints Univariate or Multivariate REBMIX Summary
wine

Wine Recognition Data
coef.REBMIX

Prints Univariate or Multivariate REBMIX Coefficients
print.RNGMIX

Prints Univariate or Multivariate RNGMIX Output
SSE

Sum of Squares Error
weibull

Weibull Dataset 8.1
plot.REBMIX

Plots Univariate or Multivariate REBMIX Output
predict.list

Predicts Class Membership Based Upon a Model Trained by REBMIX