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DESCRIPTION
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DESCRIPTION
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Package: mixMVPLN
Type: Package
Title: Mixtures of Matrix Variate Poisson-log Normal Distributions
Version: 0.1.0
Authors@R: c(
person("Anjali", "Silva", email = "[email protected]", role = c("aut", "cre")),
person("Sanjeena", "Dang", role = "aut")
)
Maintainer: Anjali Silva <[email protected]>
Description: Performs model-based clustering using mixtures of matrix variate Poisson-log
normal (MVPLN) model. Markov chain Monte Carlo expectation-maximization algorithm
(MCMC-EM) is used for parameter estimation. Information criteria (AIC, BIC, AIC3 and
ICL) are offered for model selection.
License: MIT + file LICENSE
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.3.2
Depends: R (>= 3.4.0),
Rcpp (>= 0.12.0)
biocViews: Software, StatisticalMethod
Imports:
coda,
cluster,
edgeR,
ggplot2,
mclust,
mvtnorm,
RColorBrewer,
reshape,
rstan (>= 2.18.1),
parallel,
shiny,
utils
Suggests:
testthat,
knitr,
rmarkdown,
shinyalert
VignetteBuilder: knitr
LinkingTo:
StanHeaders (>= 2.18.0),
rstan (>= 2.18.1),
BH (>= 1.66.0-1),
Rcpp,
RcppEigen (>= 0.3.3.4.0)