3 papers
math.ST2020
Asymptotic normality of a generalized maximum mean discrepancy estimator
Armando Sosthene Kali Balogoun, Guy Martial Nkiet, Carlos Ogouyandjou
In this paper, we propose an estimator of the generalized maximum mean discrepancy between several distributions, constructed by modifying a naive estimator. Asymptotic normality i…
math.ST2018
Kernel based method for the -sample problem
Armando Sosthene Kali Balogoun, Guy Martial Nkiet, Carlos Ogouyandjou
In this paper we deal with the problem of testing for the equality of probability distributions defined on , where is a metric space an…
math.ST2018
-Sample problem based on generalized maximum mean discrepancy
Armando Sosthene Kali Balogoun, Guy Martial Nkiet, Carlos Ogouyandjou
In this paper we deal with the problem of testing for the quality of probability distributions. We introduce a generalization of the maximum mean discrepancy that permits to ch…