Package: AntMAN
Version: 1.0
Date: 2019-10-07
Type: Package
Title: Anthology of Mixture Analysis Tools
Authors@R: c(person("Raffaele", "Argiento", role = "aut", email= "raffaele.argiento@unito.it"), 
             person("Bruno", "Bodin", role = c("aut", "cre"), email = "bruno.bodin@yale-nus.edu.sg"),
             person("Maria", "De Iorio", role = "aut", email = "m.deiorio@ucl.ac.uk"))
Author: Raffaele Argiento [aut],
  Bruno Bodin [aut, cre],
  Maria De Iorio [aut]
Maintainer: Bruno Bodin <bruno.bodin@yale-nus.edu.sg>
Description: Fits finite Bayesian mixture models with random number of component. The MCMC algorithm implemented is based on point processes as proposed by Argiento and De Iorio (2019) <arXiv:1904.09733> and offers a more computational efficient alternative to reversible jump. Different mixture kernels can be specified: univariate Gaussian, univariate Poisson, univariate binomial, multivariate Gaussian, multivariate Bernoulli (latent class analysis). For the parameters characterising the mixture kernel, we specify conjugate priors, with possibly user specified hyper-parameters. We allow for different choices for the prior on the number of components: shifted Poisson, negative binomial, and point masses (i.e. mixtures with fixed number of components).
License: MIT + file LICENSE
LazyData: true
URL: https://github.com/bbodin/AntMAN
Imports: stats, graphics, grDevices, Rcpp (>= 0.12.3), sdols, mvtnorm,
        mcclust
Suggests: dendextend, ggdendro, ggplot2, jpeg
LinkingTo: Rcpp, RcppArmadillo
RoxygenNote: 6.1.1
Encoding: UTF-8
NeedsCompilation: yes
Packaged: 2019-10-23 06:25:44 UTC; toky
Repository: CRAN
Date/Publication: 2019-10-28 15:20:06 UTC
