A family of simultaneous confidence intervals for multinomial proportions

被引：14

作者：

Hou, CD

Chiang, JT

Tai, JJ

机构：

[1] Fu Jen Catholic Univ, Dept Stat, Taipei Hsien, Taiwan

[2] Natl Chengchi Univ, Dept Stat, Taipei 11623, Taiwan

[3] Natl Taiwan Univ, Div Biostat, Inst Epidemiol, Taipei 100, Taiwan

来源：

COMPUTATIONAL STATISTICS & DATA ANALYSIS | 2003年 / 43卷 / 01期

关键词：

coverage probability; Monte-Carlo method; power-divergence statistic; simultaneous confidence intervals; sparse data;

D O I：

10.1016/S0167-9473(02)00169-X

中图分类号：

TP39 [计算机的应用];

学科分类号：

081203 ; 0835 ;

摘要：

A family of simultaneous confidence intervals (SCIs) for multinomial proportions is proposed by inverting the power-divergence statistics and the best SCIs in the family is determined, by Monte-Carlo technique. Numerical comparisons of this method with the other alternatives are presented. Simulation results indicate that the new procedure is preferable to all its competitors in most cases. (C) 2003 Elsevier Science B.V, All rights reserved.

引用

页码：29 / 45

页数：17

共 13 条

[1]

Angers C, 1984, SIMULATION OCT, P175

[2] LARGE SAMPLE SIMULTANEOUS CONFIDENCE-INTERVALS FOR THE MULTINOMIAL PROBABILITIES BASED ON TRANSFORMATIONS OF THE CELL FREQUENCIES [J].