Mcmc inference for non parametric sparse factor analysis in matlab

The following Matlab project contains the source code and Matlab examples used for mcmc inference for non parametric sparse factor analysis. This is the core MCMC sampler for the nonparametric sparse factor analysis model presented in David A. Knowles and Zoubin Ghahramani (2011). Nonparametric Bayesian Sparse Factor Models with application to Gene Expression modelling. Annals of Applied Statistics

The source code and files included in this project are listed in the project files section, please make sure whether the listed source code meet your needs there.

Project Files: 

File NameSize
license.txt 1313
defaultsettings.m 1449
example.mat 416573
getting_it_right.m 993
init_nsfa.m 1741
marginal_conditional.m 295
nsfa.m 13474
nsfa_results.mat 767
README.txt 1551
run_nsfa.m 442
sample_data.m 121
successive_conditional.m 334
test_functions.m 405
gamrndi.m 41
ibpgen.m 350
logmvnpdf.m 220

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