Learn R Programming

⚠️There's a newer version (2.17.1) of this package.Take me there.

rebmix (version 2.5.1)

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.

Copy Link

Version

Install

install.packages('rebmix')

Monthly Downloads

548

Version

2.5.1

License

GPL (>= 2)

Maintainer

Marko Nagode

Last Published

October 12th, 2013

Functions in rebmix (2.5.1)

RNGMIX

Random Univariate or Multivariate Finite Mixture Generation
BIC

Bayesian Information Criterion
SSE

Sum of Squares Error
galaxy

Galaxy Dataset
AIC

Akaike Information Criterion
ICL

Integrated Classification Likelihood Criterion
HQC

Hannan-Quinn Information Criterion
ICLBIC

Approximate Integrated Classification Likelihood Criterion
pemix

Empirical Distribution Function Calculation
coef.REBMIX

Prints Univariate or Multivariate REBMIX Coefficients
wine

Wine Recognition Data
MDL

Minimum Description Length
adult

Adult Dataset
print.REBMIX

Prints Univariate or Multivariate REBMIX Output
summary.REBMIX

Prints Univariate or Multivariate REBMIX Summary
PRD

Total of Positive Relative Deviations
REBMIX

REBMIX Algorithm for Univariate or Multivariate Finite Mixture Estimation
print.boot.REBMIX

Prints Univariate or Multivariate boot.REBMIX Output
weibull

Weibull Dataset 8.1
AWE

Approximate Weight of Evidence Criterion
boot

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

Classification Likelihood Criterion
predict.list

Predicts Class Membership Based Upon a Model Trained by REBMIX
dfmix

Predictive Density Calculation
summary.boot.REBMIX

Prints Univariate or Multivariate boot.REBMIX Summary
demix

Empirical Density Calculation
logL

Log Likelihood
pfmix

Predictive Distribution Function Calculation
print.RNGMIX

Prints Univariate or Multivariate RNGMIX Output
plot.REBMIX

Plots Univariate or Multivariate REBMIX Output