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rebmix (version 2.6.2)

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

641

Version

2.6.2

License

GPL (>= 2)

Maintainer

Marko Nagode

Last Published

September 5th, 2014

Functions in rebmix (2.6.2)

ICLBIC

Approximate Integrated Classification Likelihood Criterion
HQC

Hannan-Quinn Information Criterion
logL

Log Likelihood
AIC

Akaike Information Criterion
PC

Partition Coefficient
truck

Truck Dataset
galaxy

Galaxy Dataset
AWE

Approximate Weight of Evidence Criterion
pemix

Empirical Distribution Function Calculation
REBMIX

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

Prints Univariate or Multivariate boot.REBMIX Summary
boot

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

Empirical Density Calculation
weibull

Weibull Dataset 8.1
predict.list

Predicts Class Membership Based Upon a Model Trained by REBMIX
print.REBMIX

Prints Univariate or Multivariate REBMIX Output
adult

Adult Dataset
BIC

Bayesian Information Criterion
wine

Wine Recognition Data
kseq

Sequence of Bins or Nearest Neighbours Generation
plot.REBMIX

Plots Univariate or Multivariate REBMIX Output
ICL

Integrated Classification Likelihood Criterion
coef.REBMIX

Prints Univariate or Multivariate REBMIX Coefficients
CLC

Classification Likelihood Criterion
pfmix

Predictive Distribution Function Calculation
MDL

Minimum Description Length
summary.REBMIX

Prints Univariate or Multivariate REBMIX Summary
dfmix

Predictive Density Calculation
RNGMIX

Random Univariate or Multivariate Finite Mixture Generation
SSE

Sum of Squares Error
print.RNGMIX

Prints Univariate or Multivariate RNGMIX Output
weibullnormal

Weibull-normal Simulated Dataset
print.boot.REBMIX

Prints Univariate or Multivariate boot.REBMIX Output
PRD

Total of Positive Relative Deviations