bnpControl | Control settings for the Bayesian Nonparametric priors for... |
coffee | Chemical composition of Arabica and Robusta coffee samples |
get_IMIFA_results | Extract results, conduct posterior inference and compute... |
G_moments | 1st & 2nd Moments of the Pitman-Yor / Dirichlet Processes |
G_priorDensity | Plot Pitman-Yor / Dirichlet Process Priors |
gumbel_max | Simulate Cluster Labels from Unnormalised Log-Probabilities... |
heat_legend | Add a colour key legend to heatmap plots |
IMIFA_news | Show the NEWS file |
IMIFA-package | IMIFA: Infinite Mixtures of Infinite Factor Analysers and... |
is.cols | Check for Valid Colours |
is.posi_def | Check Positive-(Semi)definiteness of a matrix |
Ledermann | Ledermann Bound |
ltrgamma | Left Truncated Gamma Distributions |
mat2cols | Convert a numeric matrix to colours |
mcmc_IMIFA | Adaptive Gibbs Sampler for Nonparametric Model-based... |
MGP_check | Check the validity of Multiplicative Gamma Process (MGP)... |
mgpControl | Control settings for the MGP prior and AGS for infinite... |
mixfaControl | Control settings for the IMIFA family of factor analytic... |
olive | Fatty acid composition of Italian olive oils |
pareto_scale | Pareto Scaling |
PGMM_dfree | Estimate the Number of Free Parameters in Finite Factor... |
plot_cols | Plots a matrix of colours |
plot.Results_IMIFA | Plotting output and parameters of inferential interest for... |
post_conf_mat | Posterior Confusion Matrix |
Procrustes | Procrustes Transformation |
psi_hyper | Find sensible inverse gamma hyperparameters for... |
rDirichlet | Simulate Mixing Proportions from a Dirichlet Distribution |
scores_MAP | Decompose factor scores by cluster |
shift_GA | Moment Matching Parameters of Shifted Gamma Distributions |
show_digit | Show image of grayscale grid |
show_IMIFA_digit | Plot the posterior mean image |
sim_IMIFA | Simulate Data from a Mixture of Factor Analysers Structure |
storeControl | Set storage values for use with the IMIFA family of models |
USPSdigits | USPS handwritten digits |
Zsimilarity | Summarise MCMC samples of clustering labels with a similarity... |
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