3 papers
stat.CO2021
A Bayesian Nonparametric Estimation of Mutual Information
Luai Al-Labadi, Forough Fazeli-Asl, Zahra Saberi
Mutual information is a widely-used information theoretic measure to quantify the amount of association between variables. It is used extensively in many applications such as image…
stat.ME2019
A Bayesian Semiparametric Gaussian Copula Approach to a Multivariate Normality Test
Luai Al-Labadi, Forough Fazeli Asl, Zahra Saberi
In this paper, a Bayesian semiparametric copula approach is used to model the underlying multivariate distribution . First, the Dirichlet process is constructed on the un…
math.ST2019
A Bayesian Nonparametric Test for Assessing Multivariate Normality
Luai Al-Labadi, Forough Fazeli Asl, Zahra Saberi
In this paper, a novel Bayesian nonparametric test for assessing multivariate normal models is presented. While there are extensive frequentist and graphical methods for testing mu…