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).
| Version: |
1.0 |
| Depends: |
MASS (≥ 3.1.3) |
| Published: |
2018-05-18 |
| DOI: |
10.32614/CRAN.package.MixSAL |
| Author: |
Brian C. Franczak [aut, cre], Ryan P. Browne [aut, cph], Paul D. McNicholas [aut, cph], Katherine L. Burak [ctb] |
| Maintainer: |
Brian C. Franczak <franczakb at macewan.ca> |
| License: |
GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: |
no |
| CRAN checks: |
MixSAL results |
Documentation:
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