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서지반출
Chapman-Robbins-type and Bayesian lower bounds based on diffusivity for median-unbiased estimators
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취소
  • Chapman-Robbins-type and Bayesian lower bounds based on diffusivity for median-unbiased estimators
  • Chapman-Robbins-type and Bayesian lower bounds based on diffusivity for median-unbiased estimators
저자명
Kyung. Sung-Nae
간행물명
Journal of the Korean statistical society
권/호정보
1997년|26권 4호|pp.445-452 (8 pages)
발행정보
한국통계학회
파일정보
정기간행물|ENG|
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기타
이 논문은 한국과학기술정보연구원과 논문 연계를 통해 무료로 제공되는 원문입니다.
서지반출

기타언어초록

A more generalized version of the information inequality based on diffusivity which is a natural measure of dispersion for median-unbiased estimators developed by Sung et al. (1990) is presented. This non-Bayesian L$_{1}$ information inequality is free from regularity conditions and can be regarded as an analogue of the Chapman-Robbins inequality for mean-unbiased estimation. The approach given here, however, deals with a more generalized situation than that of the Chapman-Robbins inequality. We also develop a Bayesian version of the L$_{1}$ information inequality in median-unbiased estimation. This latter inequality is directly comparable to the Bayesian Cramer-Rao bound due to the van Trees inequality.