基于决策树的两概率分布重叠度估计
统计理论
2022-11-28 v2 概率论
统计理论
摘要
提出了一种基于决策树算法的非参数新方法，用于计算两个概率分布之间的重叠度。所设计的框架在解析与数值上均予以描述。证明了估计重叠度收敛于真实值，并给出了若干实验结果。
引用
@article{arxiv.2103.02922,
title = {Decision tree-based estimation of the overlap of two probability distributions},
author = {Hisashi Johno and Kazunori Nakamoto},
journal= {arXiv preprint arXiv:2103.02922},
year = {2022}
}
备注
23 pages, 7 figures. Accepted for publication in Journal of Mathematical Sciences, the University of Tokyo