moc (version 2.0)

General Nonlinear Multivariate Finite Mixtures

Description

Fits and vizualize user defined finite mixture models for multivariate observations using maximum likelihood. (McLachlan, G., Peel, D. (2000) Finite Mixture Models. Wiley-Interscience.)

Copy Link

Version

Install

install.packages('moc')

Monthly Downloads

110

Version

2.0

License

GPL-2

Maintainer

Bernard Boulerice

Last Published

February 28th, 2019

Functions in moc (2.0)

AIC.moc

Information criterions for MOC models.

utils.moc

MOC utility functions.

confint.moc

Parameter and profiles confidence intervals and likelihood profiling of MOC models.

moc.dat

Example data for MOC

moc

Fit a General Nonlinear Multivariate Mixture Model (MOC)

print.moc

Summary methods for fitted MOC models

plot.moc

Plotting methods for MOC models.

residuals.moc

Posterior and residuals methods for MOC models