IMIFA (1.1.0)

0 users

Fitting, Diagnostics, and Plotting Functions for Infinite Mixtures of Infinite Factor Analysers and Related Models.

Provides flexible Gibbs sampler functions for fitting Infinite Mixtures of Infinite Factor Analysers and related models, introduced by Murphy et al. (2017) , which conducts Bayesian nonparametric model-based clustering with factor analytic covariance structures without recourse to model selection criteria to choose the number of clusters or cluster-specific latent factors. Model-specific diagnostic tools are also provided, as well as many options for plotting results and conducting posterior inference on parameters of interest.

Maintainer: Keefe Murphy
Author(s): Keefe Murphy [aut, cre], Isobel Claire Gormley [ctb], Cinzia Viroli [ctb]

License: GPL (>= 2)

Uses: abind, corpcor, e1071, gclus, matrixcalc, matrixStats, mclust, MCMCpack, mvnfast, plotrix, Rfast, slam, viridis, gmp, Rmpfr, knitr, rmarkdown

Released about 1 month ago.



  (0 votes)


  (0 votes)

Log in to vote.


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

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

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

Visit IMIFA on R Graphical Manual.