10 citations · 14 across the 5 of their papers we have counts for
13 papers
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…
ROC Analyses Based on Measuring Evidence
Luai Al Labadi, Michael Evans, Qiaoyu Liang
ROC analyses are considered under a variety of assumptions concerning the distributions of a measurement in two populations. These include the binormal model as well as nonpara…
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…
Measuring Bayesian Robustness Using Rényi Divergence
Luai Al-Labadi, Ce Wang
This paper deals with measuring the Bayesian robustness of classes of contaminated priors. Two different classes of priors in the neighborhood of the elicited prior are considered.…
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…
Kullback-Leibler Divergence for Bayesian Nonparametric Model Checking
Luai Al-Labadi, Viskakh Patel, Kasra Vakiloroayaei +1
Bayesian nonparametric statistics is an area of considerable research interest. While recently there has been an extensive concentration in developing Bayesian nonparametric proced…