AntMAN (1.0)

0 users

Anthology of Mixture Analysis Tools.

https://github.com/bbodin/AntMAN
http://cran.r-project.org/web/packages/AntMAN

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) 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).

Maintainer: Bruno Bodin
Author(s): Raffaele Argiento [aut], Bruno Bodin [aut, cre], Maria De Iorio [aut]

License: MIT + file LICENSE

Uses: mcclust, mvtnorm, Rcpp, sdols, ggplot2, ggdendro, jpeg, dendextend

Released about 1 month ago.


Ratings

Overall:

  (0 votes)

Documentation:

  (0 votes)

Log in to vote.

Reviews

No one has written a review of AntMAN yet. Want to be the first? Write one now.


Related packages:(20 best matches, based on common tags.)


Search for AntMAN on google, google scholar, r-help, r-devel.

Visit AntMAN on R Graphical Manual.