Minimal sample size in the group classification problem

被引：0

作者：

Wolynski, W ^{[1
]}

机构：

[1] Adam Mickiewicz Univ Poznan, Fac Math & Comp Sci, PL-61614 Poznan, Poland

来源：

JOURNAL OF CLASSIFICATION | 2005年 / 22卷 / 01期

关键词：

classification; sample size; Chernoff's distance; Bhattacharyya's distance;

D O I：

10.1007/s00357-005-0005-8

中图分类号：

O1 [数学];

学科分类号：

0701 ; 070101 ;

摘要：

Bayes classification procedure for a group of independent vectors treated as a whole is considered. When the distributions are not specified, we obtain the bounds of the minimal sample size based on the Chernoff and the Bhattacharyya distances between the populations. The case of the normal distribution is also discussed.

引用

页码：49 / 58

页数：10

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