Model selection for ecologists: the worldviews of AIC and BIC

被引：866

作者：

Aho, Ken ^{[1
]}

Derryberry, DeWayne ^{[2
]}

Peterson, Teri ^{[3
]}

机构：

[1] Idaho State Univ, Dept Biol Sci, Pocatello, ID 83209 USA

[2] Idaho State Univ, Dept Math, Pocatello, ID 83209 USA

[3] Idaho State Univ, Div Hlth Sci, Pocatello, ID 83209 USA

来源：

ECOLOGY | 2014年 / 95卷 / 03期

关键词：

MULTIMODEL INFERENCE; VARIABLE SELECTION; BAYES FACTORS; REGRESSION; ORDER; CRITERION; TESTS;

D O I：

10.1890/13-1452.1

中图分类号：

Q14 [生态学（生物生态学）];

学科分类号：

071012 ; 0713 ;

摘要：

[No abstract available]

引用

页码：631 / 636

页数：6

共 46 条

[21] Toward evidence-based medical statistics. 2: The Bayes factor [J].

Goodman, SN .

ANNALS OF INTERNAL MEDICINE, 1999, 130 (12) :1005-1013

[22]

HANNAN EJ, 1979, J ROY STAT SOC B MET, V41, P190

[23] REGRESSION AND TIME-SERIES MODEL SELECTION IN SMALL SAMPLES [J].

HURVICH, CM ;

TSAI, CL .

BIOMETRIKA, 1989, 76 (02) :297-307

[24] Some tests of significance, treated by the theory of probability [J].

Jeffreys, H .

PROCEEDINGS OF THE CAMBRIDGE PHILOSOPHICAL SOCIETY, 1935, 31 :203-222

[25] Model selection in ecology and evolution [J].

Johnson, JB ;

Omland, KS .

TRENDS IN ECOLOGY & EVOLUTION, 2004, 19 (02) :101-108

[26] BAYES FACTORS [J].

KASS, RE ;

RAFTERY, AE .

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1995, 90 (430) :773-795

[27]

Kutner M. H., 2005, Applied linear statistical models, V5th edn

[28]

Link WA, 2006, ECOLOGY, V87, P2626, DOI 10.1890/0012-9658(2006)87[2626:MWATFO]2.0.CO

[29]

[30] SOME COMMENTS ON CP [J].

MALLOWS, CL .

TECHNOMETRICS, 1973, 15 (04) :661-675

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