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Lower Bounds for the Efficiency of Designs with Respect to theD-Criterion when the Observations are Correlated

 

作者: Wolfgang Bischoff,  

 

期刊: Statistics  (Taylor Available online 1995)
卷期: Volume 27, issue 1-2  

页码: 27-44

 

ISSN:0233-1888

 

年代: 1995

 

DOI:10.1080/02331889508802508

 

出版商: Gordon & Breach Science Publishers

 

关键词: AMS 1991 subject classifications;62J05;62K05;62K99;Correlated observations;efficiency of designs;D-criterion;general linear model with intercept term;lower bounds for the efficiency;symmetrical regular circulants

 

数据来源: Taylor

 

摘要:

In the general linear model consider the experimental design problem for the Gauß-Markov estimator or least squares estimator when the observations are correlated. We prove new formulas for the efficiency of an exact design with respect to theD-criterion. For models with intercept term, for example, these formulas are useful to derive better lower bounds for the efficiency than the bounds recently given for an arbitrary linear model. These bounds are applied in examples to symmetrical regular circulants as covariance matrices. A byproduct of the investigations is some insight as to what kinds of designs might retain their optimality or high efficiency (for the uncorrelated homoscedastic case) under correlated observations.

 

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