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参数经验贝叶斯推断:理论与应用

Parametric Empirical Bayes Inference: Theory and Applications

Journal of the American Statistical Association · 1983
被引 285 · 同刊同年前 8%
ABS 4

中文导读

综述了多参数收缩估计量的研究现状,重点从经验贝叶斯视角出发,特别是参数先验分布的情况,并介绍了误差估计和置信区间的最新成果,附有数据示例。

Abstract

Abstract This article reviews the state of multiparameter shrinkage estimators with emphasis on the empirical Bayes viewpoint, particularly in the case of parametric prior distributions. Some successful applications of major importance are considered. Recent results concerning estimates of error and confidence intervals are described and illustrated with data.

计量经济学统计学贝叶斯统计参数模型