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Admissibility of Bayes estimate with inaccurate prior in surveying adjustment 被引量:2

Admissibility of Bayes estimate with inaccurate prior in surveying adjustment
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摘要 Based on the concept of admissibility in statistics, a definition of generalized admissibility of Bayes estimates has been given at first, which was with inaccurate prior for the application in surveying adjustment. Then according to the definition, the generalized admissibility of the normal linear Bayes estimate with the inaccurate prior information that contains deviations or model errors, as well as how to eliminate the effect of the model error on the Bayes estimate in surveying adjustment were studied. The results show that if the prior information is not accurate, that is, it contains model error, the generalized admissibility can explain whether the Bayes estimate can be accepted or not. For the case of linear normal Bayes estimate, the Bayes estimate can be made generally admissible by giving a less prior weight if the prior information is inaccurate. Finally an example was given. Based on the concept of admissibility in statistics, a definition of generalized admissibility of Bayes estimates has been given at first, which was with inaccurate prior for the application in surveying adjustment. Then according to the definition, the generalized admissibility of the normal linear Bayes estimate with the inaccurate prior information that contains deviations or model errors, as well as how to eliminate the effect of the model error on the Bayes estimate in surveying adjustment were studied. The results show that if the prior information is not accurate, that is, it contains model error, the generalized admissibility can explain whether the Bayes estimate can be accepted or not. For the case of linear normal Bayes estimate, the Bayes estimate can be made generally admissible by giving a less prior weight if the prior information is inaccurate. Finally an example was given.
出处 《中国有色金属学会会刊:英文版》 CSCD 2000年第1期114-118,共5页 Transactions of Nonferrous Metals Society of China
基金 Foundationitem :Project 4 9774 2 0 9supportedbytheNationalNaturalScienceFoundationofChina
关键词 BAYES ESTIMATE ADMISSIBILITY inaccurate prior SURVEYING adjustment Bayes estimate admissibility inaccurate prior surveying adjustment
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