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...
mixfaControlControl settings for the IMIFA family of factor analytic...
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 Feb. 4, 2018, 7:12 p.m.