Model selection: Full Bayesian approach

被引：0
作者：
Pereira, CAD [1 ]
Stern, JM
机构：
[1] Univ Sao Paulo, BIOINFO, Sao Paulo, Brazil
[2] Univ Sao Paulo, IME, Sao Paulo, Brazil
来源：
ENVIRONMETRICS | 2001年 / 12卷 / 06期
关键词：
evidence; global optimization; information; model selection; numerical integration; precise hypothesis testing; regularization; soil contamination; toxic waste;
D O I：
暂无
中图分类号：
X [环境科学、安全科学];
学科分类号：
08 ; 0830 ;
摘要：
We show how the Full Bayesian Significance Test (FBST) can be used as a model selection criterion. The FBST was presented in Pereira and Stem as a coherent Bayesian significance test. Copyright (C) 2001 John Wiley & Sons, Ltd.
引用
收藏
页码：559 / 568
页数：10
相关论文
共 35 条
[1]  
Aigner D., 1977, Journal of Econometrics, V6, P21, DOI [DOI 10.1016/0304-4076(77)90052-5, 10.1016/0304-4076(77)90052-5]
[2]   NEW LOOK AT STATISTICAL-MODEL IDENTIFICATION [J].
AKAIKE, H .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1974, AC19 (06) :716-723
[3]   STATISTICAL PREDICTOR IDENTIFICATION [J].
AKAIKE, H .
ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 1970, 22 (02) :203-&
[4]  
[Anonymous], 1991, ECONOMETRIC ANAL
[5]  
BARRON AR, 1984, SELF ORG METHODS MOD
[6]   SmcHD1, containing a structural-maintenance-of-chromosomes hinge domain, has a critical role in X inactivation [J].
Blewitt, Marnie E. ;
Gendrel, Anne-Valerie ;
Pang, Zhenyi ;
Sparrow, Duncan B. ;
Whitelaw, Nadia ;
Craig, Jeffrey M. ;
Apedaile, Anwyn ;
Hilton, Douglas J. ;
Dunwoodie, Sally L. ;
Brockdorff, Neil ;
Kay, Graham F. ;
Whitelaw, Emma .
NATURE GENETICS, 2008, 40 (05) :663-669
[7]  
Chen L, 1999, ENVIRONMETRICS, V10, P153, DOI 10.1002/(SICI)1099-095X(199903/04)10:2<153::AID-ENV344>3.0.CO
[8]  
2-P
[9]  
Cherkassky V, 1997, IEEE Trans Neural Netw, V8, P1564, DOI 10.1109/TNN.1997.641482
[10]  
Cherkassky V, 2007, LEARNING DATA CONCEP
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