Version 1.3-BANSHEE—A MATLAB toolbox for Non-Parametric Bayesian Networks

Abstract

This update (version 1.3) of our contribution BANSHEE—A MATLAB toolbox for Non-Parametric Bayesian Networks provides functional updates. Additions to the software package include quantifying fully parametric Bayesian Networks, drawing a user-defined sample size number of (un)conditional samples, sample-based conditioning sampling, and choosing different sample sizes for the model-validation tests based on the Hellinger distance. The use of the t copula in the Cramér–Von Mises test is also added. New detailed examples demonstrating the new features available are also provided.

Keywords

• Bayesian Network
• Matlab
• Copulas