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stat.ME2020
A Test for Independence Via Bayesian Nonparametric Estimation of Mutual Information
Luai Al-Labadi, Forough Fazeli Asl, Zahra Saberi
Mutual information is a well-known tool to measure the mutual dependence between variables. In this paper, a Bayesian nonparametric estimation of mutual information is established…
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…