Bayes Quadratic Unbiased Estimates of Variance Components and Nonnegativity of Admissible Estimates
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Abstract:
In this paper,1inear models with p variance components are considered and the explicit and easy computable expressions for Bayes invariant quadratic unbiased estimates (BAIQUE's) are presented. The class of BAI-QUE's is proved to form the entire class of admissible invariant quadratic unbiased estimates. A necessary and sufficient condition for the existence of admissible nonegative definte quadratic unbiased estimates is given.
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Li yongle. Bayes Quadratic Unbiased Estimates of Variance Components and Nonnegativity of Admissible Estimates[J]. Journal of National University of Defense Technology,1990,12(3):50-57 ,75.