Order-restricted hypothesis testing in a variation of the normal mixture model

被引：2

作者：

Nettleton, D ^{[1
]}

机构：

[1] Univ Nebraska, Dept Math & Stat, Lincoln, NE 68588 USA

来源：

CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE | 1999年 / 27卷 / 02期

关键词：

asymptotic distribution; interval mapping; likelihood-ratio test; maximum-likelihood estimator; mixture model; order-restricted inference; polyhedral cone; quantitative trait loci;

D O I：

10.2307/3315647

中图分类号：

O21 [概率论与数理统计]; C8 [统计学];

学科分类号：

020208 ; 070103 ; 0714 ;

摘要：

This paper examines likelihood-ratio tests concerning the relationships among a fixed number of univariate normal means given a sample of normal observations whose population membership is uncertain. The asymptotic null distributions of likelihood-ratio test statistics are derived for a class of tests including hypotheses which place linear inequality constraints on the normal means. The use of such tests in the interval mapping of quantitative trait loci is addressed.

引用

页码：383 / 394

页数：12

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