MixSAL: Mixtures of Multivariate Shifted Asymmetric Laplace (SAL) Distributions

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, <doi:10.1109/TPAMI.2013.216>, for details).

Package details

AuthorBrian C. Franczak [aut, cre], Ryan P. Browne [aut, cph], Paul D. McNicholas [aut, cph], Katherine L. Burak [ctb]
MaintainerBrian C. Franczak <[email protected]>
LicenseGPL (>= 2)
Version1.0
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("MixSAL")

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MixSAL documentation built on May 18, 2018, 5:04 p.m.