메뉴 건너뛰기




Volumn 44, Issue 1, 2000, Pages 205-231

Key concepts in model selection: Performance and generalizability

Author keywords

[No Author keywords available]

Indexed keywords


EID: 0000177088     PISSN: 00222496     EISSN: None     Source Type: Journal    
DOI: 10.1006/jmps.1999.1284     Document Type: Article
Times cited : (288)

References (36)
  • 1
    • 0000501656 scopus 로고
    • Information theory and an extension of the maximum likelihood principle
    • B. N. Petrov, & F. Csaki. Budapest: Akademiai Kiado
    • Akaike H. Information theory and an extension of the maximum likelihood principle. Petrov B. N., Csaki F. 2nd International Symposium on Information Theory. 1973;267-281 Akademiai Kiado, Budapest.
    • (1973) 2nd International Symposium on Information Theory , pp. 267-281
    • Akaike, H.1
  • 2
    • 0016355478 scopus 로고
    • A new look at the statistical model identification
    • Akaike H. A new look at the statistical model identification. IEEE Transactions on Automatic Control. 19:1974;716-723.
    • (1974) IEEE Transactions on Automatic Control , vol.19 , pp. 716-723
    • Akaike, H.1
  • 3
    • 0002909927 scopus 로고
    • On the entropy maximization principle
    • P. R. Krishniah. Amsterdam: North-Holland
    • Akaike H. On the entropy maximization principle. Krishniah P. R. Applications of statistics. 1977;27-41 North-Holland, Amsterdam.
    • (1977) Applications of Statistics , pp. 27-41
    • Akaike, H.1
  • 4
    • 0002468753 scopus 로고
    • Prediction and entropy
    • A. C. Atkinson, & S. E. Fienberg. New York: Springer
    • Akaike H. Prediction and entropy. Atkinson A. C., Fienberg S. E. A celebration of statistics. 1985;1-24 Springer, New York.
    • (1985) A Celebration of Statistics , pp. 1-24
    • Akaike, H.1
  • 7
    • 34250108028 scopus 로고
    • Model selection and Akaike's information criterion (AIC): The general theory and its analytical extensions
    • Bozdogan H. Model selection and Akaike's information criterion (AIC): The general theory and its analytical extensions. Psychometrika. 52:1987;345-370.
    • (1987) Psychometrika , vol.52 , pp. 345-370
    • Bozdogan, H.1
  • 8
    • 0002996131 scopus 로고    scopus 로고
    • Akaike's information criterion and recent developments in informational complexity
    • Bozdogan H. Akaike's information criterion and recent developments in informational complexity. Journal of Mathematical Psychology. 44:2000;62-91.
    • (2000) Journal of Mathematical Psychology , vol.44 , pp. 62-91
    • Bozdogan, H.1
  • 11
    • 0000221780 scopus 로고    scopus 로고
    • Model comparisons and model selections based on generalization criterion methodology
    • Busemeyer J. R., Wang Y.-M. Model comparisons and model selections based on generalization criterion methodology. Journal of Mathematical Psychology. 44:2000;171-189.
    • (2000) Journal of Mathematical Psychology , vol.44 , pp. 171-189
    • Busemeyer, J.R.1    Wang, Y.-M.2
  • 15
    • 84989443774 scopus 로고
    • Statistical covariance as a measure of phylogenetic relationship
    • Forster M. R. Statistical covariance as a measure of phylogenetic relationship. Cladistics. 2:1986;297-317.
    • (1986) Cladistics , vol.2 , pp. 297-317
    • Forster, M.R.1
  • 16
    • 0009087164 scopus 로고
    • Unification, explanation, and the composition of causes in Newtonian mechanics
    • Forster M. R. Unification, explanation, and the composition of causes in Newtonian mechanics. Studies in the History and Philosophy of Science. 19:1988;55-101.
    • (1988) Studies in the History and Philosophy of Science , vol.19 , pp. 55-101
    • Forster, M.R.1
  • 17
    • 0000634663 scopus 로고
    • Bayes and bust: The problem of simplicity for a probabilist's approach to confirmation
    • Forster M. R. Bayes and bust: The problem of simplicity for a probabilist's approach to confirmation. The British Journal for the Philosophy of Science. 46:1995;399-424.
    • (1995) The British Journal for the Philosophy of Science , vol.46 , pp. 399-424
    • Forster, M.R.1
  • 19
    • 0010835123 scopus 로고    scopus 로고
    • The new science of simplicity
    • (forthcoming), In, H. A. Keuzenkamp, M. McAleer, & A. Zellner, (Eds.), Cambridge, UK, University of Cambridge Press
    • Forster, M. R. (forthcoming), The new science of simplicity. In, H. A. Keuzenkamp, M. McAleer, & A. Zellner, (Eds.), Simplicity, Cambridge, UK, University of Cambridge Press.
    • Simplicity
    • Forster, M.R.1
  • 21
    • 52949086982 scopus 로고
    • How to tell when simpler, more unified, or less ad hoc theories will provide more accurate predictions
    • Forster M. R., Sober E. How to tell when simpler, more unified, or less ad hoc theories will provide more accurate predictions. The British Journal for the Philosophy of Science. 45:1994;1-35.
    • (1994) The British Journal for the Philosophy of Science , vol.45 , pp. 1-35
    • Forster, M.R.1    Sober, E.2
  • 23
    • 0013018132 scopus 로고    scopus 로고
    • Statistical tests for comparing possibly misspecified and nonnested models
    • Golden R. M. Statistical tests for comparing possibly misspecified and nonnested models. Journal of Mathematical Psychology. 44:2000;153-170.
    • (2000) Journal of Mathematical Psychology , vol.44 , pp. 153-170
    • Golden, R.M.1
  • 24
    • 0345792473 scopus 로고    scopus 로고
    • Model selection based on minimum description length
    • Grünwald P. Model selection based on minimum description length. Journal of Mathematical Psychology. 44:2000;133-152.
    • (2000) Journal of Mathematical Psychology , vol.44 , pp. 133-152
    • Grünwald, P.1
  • 29
    • 0345792472 scopus 로고    scopus 로고
    • The importance of complexity in model selection
    • Myung I. J. The importance of complexity in model selection. Journal of Mathematical Psychology. 44:2000;190-204.
    • (2000) Journal of Mathematical Psychology , vol.44 , pp. 190-204
    • Myung, I.J.1
  • 32
    • 0000120766 scopus 로고
    • Estimating the dimension of a model
    • Schwarz G. Estimating the dimension of a model. Annals of Statistics. 6:1978;461-465.
    • (1978) Annals of Statistics , vol.6 , pp. 461-465
    • Schwarz, G.1
  • 33
    • 0002177405 scopus 로고
    • Belief in the law of small numbers
    • D. Kahneman, P. Slovic, & A. Tversky. Cambridge: Cambridge University Press
    • Tversky A., Kahneman D. Belief in the law of small numbers. Kahneman D., Slovic P., Tversky A. Judgment under uncertainty: Heuristics and biases. 1971;3-20 Cambridge University Press, Cambridge.
    • (1971) Judgment under Uncertainty: Heuristics and Biases , pp. 3-20
    • Tversky, A.1    Kahneman, D.2
  • 34
    • 0000459353 scopus 로고    scopus 로고
    • The lack of a priori distinctions between learning algorithms
    • Wolpert D. H. The lack of a priori distinctions between learning algorithms. Neural Computation. 8:1996;1341-1390.
    • (1996) Neural Computation , vol.8 , pp. 1341-1390
    • Wolpert, D.H.1
  • 35
    • 0002226399 scopus 로고    scopus 로고
    • Bayesian model selection and model averaging
    • Wasserman L. Bayesian model selection and model averaging. Journal of Mathematical Psychology. 44:2000;92-107.
    • (2000) Journal of Mathematical Psychology , vol.44 , pp. 92-107
    • Wasserman, L.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.