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Asymptotic normality of a generalized maximum mean discrepancy estimator

Authors :
Balogoun, Armando Sosthene Kali
Nkiet, Guy Martial
Ogouyandjou, Carlos
Publication Year :
2020

Abstract

In this paper, we propose an estimator of the generalized maximum mean discrepancy between several distributions, constructed by modifying a naive estimator. Asymptotic normality is obtained for this estimator both under equality of these distributions and under the alternative hypothesis.

Details

Database :
arXiv
Publication Type :
Report
Accession number :
edsarx.2003.05716
Document Type :
Working Paper