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Optimal designs for asymmetrical factorial paired comparison experiments

 

作者: Abdalla T. El-Helbawy,   Essam A. Ahmed,   Abdullah H. Alharbey,  

 

期刊: Communications in Statistics - Simulation and Computation  (Taylor Available online 1994)
卷期: Volume 23, issue 3  

页码: 663-681

 

ISSN:0361-0918

 

年代: 1994

 

DOI:10.1080/03610919408813192

 

出版商: Marcel Dekker, Inc.

 

关键词: Bradley-Terry model;mixed factorial model;hypotheses on factorial effects;treatment contrasts;noncentrality parameter;A-D- and E-optimality

 

数据来源: Taylor

 

摘要:

Three forms of a general null hypothesis Ho on the factorial parameters of a general asymmetrical factorial paired comparison experiment are considered. A class of partially balanced designscorresponding to each form of H0is constructed and the A,D and ioptimal design, minimizing the trace, determinant and largest eigenvalue of a defined covariance matrix of related maximumlikelihoodestimators, in that class is determined. Moreover, the optimal design in each class maximizes the noncentrality parameter λ2of the asymptotic noncentral chi-square distribution of the likelihood ratiostatistic -2 log λ for testing Hounder defined local alternatives. These results apply directly to symmetrical factorial paired comparison experiments as special casesExamples are given forillustrating applications of the developed results

 

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