Simultaneous confidence intervals for one-way layout based on generalized pivotal quantities

被引:13
作者
Xiong, Shifeng [1 ]
Mu, Weiyan [2 ]
机构
[1] Chinese Acad Sci, Acad Math & Syst Sci, Beijing, Peoples R China
[2] Beijing Inst Technol, Dept Math, Beijing 100081, Peoples R China
基金
中国国家自然科学基金;
关键词
one-way layout; frequentist property; generalized pivotal quantity; heteroscedasticity; simultaneous confidence interval; CELL FREQUENCIES; 2-WAY ANOVA; PERFORMANCE;
D O I
10.1080/00949650802232641
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In this paper, we consider simultaneous confidence intervals for all-pairwise comparisons of treatment means in a one-way layout under heteroscedasticity. Two kinds of simultaneous intervals are provided based on the fiducial generalized pivotal quantities of the interest parameters. We prove that they both have asymptotically correct coverage. Simulation results and an example are also reported. It is concluded from calculational evidence that the second kind of simultaneous confidence intervals, which we provide, performs better than existing methods.
引用
收藏
页码:1235 / 1244
页数:10
相关论文
共 20 条
[1]  
Ananda MMA, 1997, STAT SINICA, V7, P631
[2]  
[Anonymous], 1996, MULTIPLE COMP THEORY, DOI DOI 10.1201/B15074
[3]   Performance of two-way ANOVA procedures when cell frequencies and variances are unequal [J].
Bao, P ;
Ananda, MA .
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2001, 30 (04) :805-829
[4]   Size performance of some tests in one-way ANOVA [J].
Gamage, J ;
Weerahandi, S .
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 1998, 27 (03) :625-640
[5]  
Games PA., 1976, J Educ Stat, V1, P113, DOI [DOI 10.3102/10769986001002113, DOI 10.2307/1164979]
[6]  
Genz A, 1999, J STAT COMPUT SIM, V63, P361
[7]   Fiducial generalized confidence intervals [J].
Hannig, J ;
Iyer, H ;
Patterson, P .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2006, 101 (473) :254-269
[8]  
HANNIG J, 2006, GEN FIDUCIAL INFEREN
[9]  
Hannig J, 2006, AUST J STAT, V35, P261
[10]   Analysis of repeated measures under unequal variances [J].
Ho, Yu-Yun ;
Weerahandi, Sam .
JOURNAL OF MULTIVARIATE ANALYSIS, 2007, 98 (03) :493-504