MCMC inference for Non-parametric Sparse Factor Analysis

A nonparametric Bayesian extension of Factor Analysis

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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

Cite As

David Knowles (2026). MCMC inference for Non-parametric Sparse Factor Analysis (https://www.mathworks.com/matlabcentral/fileexchange/42840-mcmc-inference-for-non-parametric-sparse-factor-analysis), MATLAB Central File Exchange. Retrieved .

General Information

MATLAB Release Compatibility

  • Compatible with any release

Platform Compatibility

  • Windows
  • macOS
  • Linux
Version Published Release Notes Action
1.0.0.0