Man pages for Keefe-Murphy/IMIFA
Infinite Mixtures of Infinite Factor Analysers and Related Models

bnpControlControl settings for the Bayesian Nonparametric priors (BNP)...
coffeeChemical composition of Arabica and Robusta coffee samples
get_IMIFA_resultsExtract results, conduct posterior inference and compute...
G_expected1st Moment of the Dirichlet / Pitman-Yor processes
G_priorDensityPlot Dirichlet / Pitman-Yor process Priors
gumbel_maxSimulate Cluster Labels from Unnormalised Log-Probabilities...
G_variance2nd Moment of Dirichlet / Pitman-Yor processes
heat_legendAdd a colour key legend to heatmap plots
IMIFAIMIFA: Infinite Mixtures of Infinite Factor Analysers and...
is.colsCheck for Valid Colours
is.posi_defCheck Postive-(Semi)definiteness of a matrix
LedermannLedermann Bound
mat2colsConvert a numeric matrix to colours
mcmc_IMIFAAdaptive Gibbs Sampler for Nonparameteric Model-based...
MGP_checkCheck the validity of Multiplicative Gamma Process (MGP)...
mgpControlControl settings for the MGP prior and AGS for infinite...
oliveFatty acid composition of Italian olive oils
PGMM_dfreeEstimate the Number of Free Parameters in Finite Factor...
plot_colsPlots a matrix of colours
plot.Results_IMIFAPlotting output and parameters of inferential interest for...
ProcrustesProcrustes Transformation
psi_hyperFind sensible inverse gamma hyperparameters for...
rDirichletSimulate Mixing Proportions from a Dirichlet Distribution
shift_GAMoment Matching Parameters of Shifted Gamma Distributions
sim_IMIFA_dataSimulate Data from a Mixture of Factor Analysers Structure
storeControlSet storage values for use with the IMIFA family of models
ZsimilaritySummarise MCMC samples of clustering labels with a similarity...
Keefe-Murphy/IMIFA documentation built on Dec. 4, 2017, 4:25 a.m.