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MixSAL (version 1.0)

Mixtures of Multivariate Shifted Asymmetric Laplace (SAL) Distributions

Description

The current version of the 'MixSAL' package allows users to generate data from a multivariate SAL distribution or a mixture of multivariate SAL distributions, evaluate the probability density function of a multivariate SAL distribution or a mixture of multivariate SAL distributions, and fit a mixture of multivariate SAL distributions using the Expectation-Maximization (EM) algorithm (see Franczak et. al, 2014, , for details).

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Version

Install

install.packages('MixSAL')

Monthly Downloads

258

Version

1.0

License

GPL (>= 2)

Maintainer

Brian Franczak

Last Published

May 18th, 2018

Functions in MixSAL (1.0)

dmsal

Probability Density Function for a Mixture of SAL Distributions
msal

Model-Based Clustering using a Mixture of SAL Distributions
dsal

Probability Density Function for a Multivariate SAL Distribution
MixSAL-package

Mixtures of SAL Distributions
yeast

Yeast Data
rsal

Simulate from a Multivariate SAL Distribution
rmsal

Simulate from a Mixture of Multivariate SAL Distributions