CHINESE JOURNAL OF APPLIED PROBABILITY AND STATIST 2008, 24(6) 639-647 DOI:      ISSN: 1001-4268 CN: 31-1256

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Keywords
The growth curve model
Bayes linear unbiased estimator
generalized least square estimator
mean square error matrix criterion.
Authors
Zhou Jingwen
Wei Laisheng
PubMed
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The Superiority of Bayes Linear Unbiased Estimation in the Growth Curve Model

Zhou Jingwen, Wei Laisheng

Department of Statistics and Finance, University of Science $\&$ Technology of China

Abstract��

Under quadratic loss function, the Bayes linear unbiased estimator (LUE) is derived for the growth curve model. The superiority of Bayes LUE over the generalized least square estimator (GLSE) is studied in terms of the mean square error matrix (MSEM) criterion. Finally, the superiority of the Bayes LUE of estimable functions for non-full rank case is considered further.

Keywords�� The growth curve model   Bayes linear unbiased estimator   generalized least square estimator   mean square error matrix criterion.  
Received 1900-01-01 Revised 1900-01-01 Online:  
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Corresponding Authors: Zhou Jingwen
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