论文标题

广义最大平均差异估计器的渐近正态性

Asymptotic normality of a generalized maximum mean discrepancy estimator

论文作者

Balogoun, Armando Sosthene Kali, Nkiet, Guy Martial, Ogouyandjou, Carlos

论文摘要

在本文中,我们提出了通过修改幼稚估计器构建的几个分布之间的广义最大平均差异的估计量。在这些分布的平等和替代假设下,该估计量均获得渐近态性。

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.

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