INFERENTIAL DISTRIBUTIONS FOR NON-BAYESIAN PREDICTIVE FIT

被引:3
作者
KUBOKI, H
机构
[1] Department of Communications and Systems, The University of Electro-Communications, Chofu, Tokyo, 182
关键词
BOOTSTRAP; ESTIMATIVE FIT; EXPONENTIAL FAMILY; INFERENTIAL DISTRIBUTION; JEFFREYS PRIOR; PREDICTIVE DISTRIBUTION; PREDICTIVE FIT; PREDICTIVE LIKELIHOOD;
D O I
10.1007/BF00773356
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
This article proposes a non-Bayesian procedure for constructing inferential distributions which can be used for producing predictive distributions. The concepts of bootstrap and of predictive likelihood are employed for developing the method. A result is obtained for exponential families, and the Bayesian prediction based on Jeffreys' prior is newly justified.
引用
收藏
页码:567 / 578
页数:12
相关论文
共 18 条
[1]   GOODNESS OF PREDICTION FIT [J].
AITCHISON, J .
BIOMETRIKA, 1975, 62 (03) :547-554
[2]  
AKAIKE H, 1978, BIOMETRIKA, V65, P53, DOI 10.1093/biomet/65.1.53
[3]  
BARNDORFFNIELSEN O, 1979, J ROY STAT SOC B MET, V41, P279
[4]  
BERNARDO JM, 1979, J R STAT SOC B, V41, P113
[5]  
Bjornstad JF, 1990, STAT SCI, V5, P242, DOI [10.1214/ss/1177012175, DOI 10.1214/SS/1177012175]
[6]  
Box G.E.P., 1992, BAYESIAN INFERENCE S
[7]  
Efron B., 1982, REGIONAL C SERIES AP, V38
[8]  
ELSAYYAD GM, 1989, BIOMETRIKA, V76, P343
[9]  
HARRIS IR, 1989, BIOMETRIKA, V76, P675
[10]   PREDICTIVE LIKELIHOOD [J].
HINKLEY, D .
ANNALS OF STATISTICS, 1979, 7 (04) :718-728