The hardware and bandwidth for this mirror is donated by METANET, the Webhosting and Full Service-Cloud Provider.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]metanet.ch.

AntMAN: Anthology of Mixture Analysis Tools

Fits finite Bayesian mixture models with a random number of components. The MCMC algorithm implemented is based on point processes as proposed by Argiento and De Iorio (2019) <doi:10.48550/arXiv.1904.09733> and offers a more computationally efficient alternative to reversible jump. Different mixture kernels can be specified: univariate Gaussian, multivariate Gaussian, univariate Poisson, and 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).

Version: 1.1.0
Imports: stats, graphics, grDevices, Rcpp (≥ 0.12.3), salso, mvtnorm, mcclust, GGally, bayesplot, Rdpack
LinkingTo: Rcpp, RcppArmadillo
Suggests: dendextend, ggdendro, ggplot2, jpeg
Published: 2021-07-23
DOI: 10.32614/CRAN.package.AntMAN
Author: Priscilla Ong [aut, edt], Raffaele Argiento [aut], Bruno Bodin [aut, cre], Maria De Iorio [aut]
Maintainer: Bruno Bodin <bruno.bodin at yale-nus.edu.sg>
License: MIT + file LICENSE
URL: https://github.com/bbodin/AntMAN
NeedsCompilation: yes
CRAN checks: AntMAN results

Documentation:

Reference manual: AntMAN.pdf

Downloads:

Package source: AntMAN_1.1.0.tar.gz
Windows binaries: r-devel: AntMAN_1.1.0.zip, r-release: AntMAN_1.1.0.zip, r-oldrel: AntMAN_1.1.0.zip
macOS binaries: r-release (arm64): AntMAN_1.1.0.tgz, r-oldrel (arm64): AntMAN_1.1.0.tgz, r-release (x86_64): AntMAN_1.1.0.tgz, r-oldrel (x86_64): AntMAN_1.1.0.tgz
Old sources: AntMAN archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=AntMAN to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.