Learn R Programming

mixSPE (version 0.9.3)

Mixtures of Power Exponential and Skew Power Exponential Distributions for Use in Model-Based Clustering and Classification

Description

Mixtures of skewed and elliptical distributions are implemented using mixtures of multivariate skew power exponential and power exponential distributions, respectively. A generalized expectation-maximization framework is used for parameter estimation. See citation() for how to cite.

Copy Link

Version

Install

install.packages('mixSPE')

Monthly Downloads

380

Version

0.9.3

License

GPL (>= 2)

Maintainer

Utkarsh Dang

Last Published

April 8th, 2025

Functions in mixSPE (0.9.3)

mixSPE-package

Mixtures of skew power exponential or power exponential distributions.
rspe

Simulate data from the multivariate skew power exponential distribution.
EMGr

Function for model-based clustering with the multivariate power exponential (MPE) or the skew power exponential (MSPE) distribution.
print.spemix

Print a summary of the model fit.
rpe

Simulate data from the multivariate power exponential distribution.