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Volumn 98, Issue 464, 2003, Pages 900-916

The Focused Information Criterion

Author keywords

Akaike's information criterion; Bias and variance balance; Focused information criterion; Logistic regression; Moderate misspecification; Variable selection

Indexed keywords


EID: 1142265325     PISSN: 01621459     EISSN: None     Source Type: Journal    
DOI: 10.1198/016214503000000819     Document Type: Review
Times cited : (281)

References (42)
  • 2
    • 0346444888 scopus 로고    scopus 로고
    • Testing Lack of Fit in Multiple Regression
    • _ (2000), "Testing Lack of Fit in Multiple Regression," Biometrika, 87, 405-424.
    • (2000) Biometrika , vol.87 , pp. 405-424
  • 4
    • 0000501656 scopus 로고
    • Information Theory and an Extension of the Maximum Likelihood Principle
    • eds. B. Petrov and F. Csáki, Budapest: Akadémiai Kiadó
    • _ (1973), "Information Theory and an Extension of the Maximum Likelihood Principle," in Second International Symposium on Information Theory, eds. B. Petrov and F. Csáki, Budapest: Akadémiai Kiadó, pp. 267-281.
    • (1973) Second International Symposium on Information Theory , pp. 267-281
  • 5
    • 84952081992 scopus 로고
    • Mean Square Error of Prediction as a Criterion for Selecting Variables
    • Allen, D. M. (1971), "Mean Square Error of Prediction as a Criterion for Selecting Variables," Technometrics, 13, 469-475.
    • (1971) Technometrics , vol.13 , pp. 469-475
    • Allen, D.M.1
  • 6
    • 0001640740 scopus 로고    scopus 로고
    • Robust and Efficient Estimation by Minimizing a Density Power Divergence
    • Basu, A., Harris, I. R., Hjort, N. L., and Jones, M. C. (1998), "Robust and Efficient Estimation by Minimizing a Density Power Divergence," Biometrika, 85, 549-559.
    • (1998) Biometrika , vol.85 , pp. 549-559
    • Basu, A.1    Harris, I.R.2    Hjort, N.L.3    Jones, M.C.4
  • 7
    • 0001587464 scopus 로고
    • The Little Bootstrap and Other Methods for Dimensionality Selection in Regression: X-Fixed Prediction Error
    • Breiman, L. (1992), "The Little Bootstrap and Other Methods for Dimensionality Selection in Regression: X-Fixed Prediction Error," Journal of the American Statistical Association, 87, 738-754.
    • (1992) Journal of the American Statistical Association , vol.87 , pp. 738-754
    • Breiman, L.1
  • 8
    • 0000245743 scopus 로고    scopus 로고
    • Statistical Modeling: The Two Cultures
    • _ (2001), "Statistical Modeling: The Two Cultures" (with discussion), Statistical Science, 16, 199-231.
    • (2001) Statistical Science , vol.16 , pp. 199-231
  • 10
    • 1942422934 scopus 로고
    • Model Uncertainty, Data Mining and Statistical Inference
    • Ser. A
    • Chatfield, C. (1995), "Model Uncertainty, Data Mining and Statistical Inference," Journal of the Royal Statistical Society, Ser. A, 158, 419-466.
    • (1995) Journal of the Royal Statistical Society , vol.158 , pp. 419-466
    • Chatfield, C.1
  • 13
    • 21144482103 scopus 로고
    • Testing Goodness-of-Fit in Regression Via Order Selection Criteria
    • Eubank, R. K., and Hart, J. D. (1992), "Testing Goodness-of-Fit in Regression Via Order Selection Criteria," The Annals of Statistics, 20, 1412-1425.
    • (1992) The Annals of Statistics , vol.20 , pp. 1412-1425
    • Eubank, R.K.1    Hart, J.D.2
  • 14
    • 0001729472 scopus 로고    scopus 로고
    • Calibration and Empirical Bayes Variable Selection
    • George, E. I., and Foster, D. P. (2000), "Calibration and Empirical Bayes Variable Selection," Biometrika, 87, 731-727.
    • (2000) Biometrika , vol.87 , pp. 731-727
    • George, E.I.1    Foster, D.P.2
  • 15
    • 0038304446 scopus 로고
    • Size of the Error in the Choice of a Model to Fit Data from an Exponential Family
    • Ser. A
    • Haughton, D. (1989), "Size of the Error in the Choice of a Model to Fit Data From an Exponential Family," Sankhyā, Ser. A, 51, 45-58.
    • (1989) Sankhyā , vol.51 , pp. 45-58
    • Haughton, D.1
  • 17
    • 0037201013 scopus 로고    scopus 로고
    • Goodness-of-Fit Processes for Logistic Regression: Simulation Results
    • Hosmer, D. W., and Hjort, N. L. (2002), "Goodness-of-Fit Processes for Logistic Regression: Simulation Results," Statistics in Medicine, 21, 2723-2738.
    • (2002) Statistics in Medicine , vol.21 , pp. 2723-2738
    • Hosmer, D.W.1    Hjort, N.L.2
  • 19
    • 70349119250 scopus 로고
    • Regression and Time Series Model Selection in Small Samples
    • Hurvich, C. M., and Tsai, C.-L. (1989), "Regression and Time Series Model Selection in Small Samples," Biometrika, 16, 297-307.
    • (1989) Biometrika , vol.16 , pp. 297-307
    • Hurvich, C.M.1    Tsai, C.-L.2
  • 20
    • 0029095940 scopus 로고
    • Model Selection for Extended Quasi-Likelihood Models in Small Samples
    • _ (1995), "Model Selection for Extended Quasi-Likelihood Models in Small Samples," Biometrics, 51, 1077-1084.
    • (1995) Biometrics , vol.51 , pp. 1077-1084
  • 21
    • 1142272308 scopus 로고    scopus 로고
    • A Comparison of Related Density-Based Minimum Divergence Estimators
    • Jones, M. C., Hjort, N. L., Harris, I. R., and Basu, A. (2001), "A Comparison of Related Density-Based Minimum Divergence Estimators," Biometrika, 88, 865-873.
    • (2001) Biometrika , vol.88 , pp. 865-873
    • Jones, M.C.1    Hjort, N.L.2    Harris, I.R.3    Basu, A.4
  • 26
    • 0028544395 scopus 로고
    • Network Information Criterion - Determining the Number of Hidden Units for Artificial Natural Network Models
    • Murata, N., Yoshizawa, S., and Amari, S. (1994), "Network Information Criterion - Determining the Number of Hidden Units for Artificial Natural Network Models," IEEE Transactions on Neural Networks, 5, 865-872.
    • (1994) IEEE Transactions on Neural Networks , vol.5 , pp. 865-872
    • Murata, N.1    Yoshizawa, S.2    Amari, S.3
  • 27
    • 0001349324 scopus 로고
    • Asymptotic Properties of Criteria for Selection of Variables in Multiple Regression
    • Nishii, R. (1984), "Asymptotic Properties of Criteria for Selection of Variables in Multiple Regression," The Annals of Statistics, 12, 758-765.
    • (1984) The Annals of Statistics , vol.12 , pp. 758-765
    • Nishii, R.1
  • 30
    • 0000120766 scopus 로고
    • Estimating the Dimension of a Model
    • Schwarz, G. (1978), "Estimating the Dimension of a Model," The Annals of Statistics, 6, 461-464.
    • (1978) The Annals of Statistics , vol.6 , pp. 461-464
    • Schwarz, G.1
  • 31
    • 0642336882 scopus 로고    scopus 로고
    • An Asymptotic Theory for Linear Model Selection
    • Shao, J. (1997), "An Asymptotic Theory for Linear Model Selection" (with discussion), Statistica Sinica, 1, 221-264.
    • (1997) Statistica Sinica , vol.1 , pp. 221-264
    • Shao, J.1
  • 33
    • 85027186089 scopus 로고
    • Selection of the Order of an Autoregressive Model by Akaike's Information Criterion
    • Shibata, R. (1976), "Selection of the Order of an Autoregressive Model by Akaike's Information Criterion," Biometrika, 63, 117-126.
    • (1976) Biometrika , vol.63 , pp. 117-126
    • Shibata, R.1
  • 34
    • 77956887130 scopus 로고
    • An Optimal Selection of Regression Variables
    • _ (1981), "An Optimal Selection of Regression Variables," Biometrika, 68, 45-53.
    • (1981) Biometrika , vol.68 , pp. 45-53
  • 35
    • 0033245234 scopus 로고    scopus 로고
    • Semiparametric and Additive Model Selection Using an Improved AIC Criterion
    • Simonoff, J., and Tsai, C.-L. (1999), "Semiparametric and Additive Model Selection Using an Improved AIC Criterion," Journal of Computational and Graphical Statistics, 8, 22-40.
    • (1999) Journal of Computational and Graphical Statistics , vol.8 , pp. 22-40
    • Simonoff, J.1    Tsai, C.-L.2
  • 37
    • 0000629975 scopus 로고
    • Cross-Validatory Choice and Assessment of Statistical Predictions
    • Ser. B
    • Stone, M. (1974), "Cross-Validatory Choice and Assessment of Statistical Predictions" (with discussion), Journal of the Royal Statistical Society, Ser. B, 36, 111-147.
    • (1974) Journal of the Royal Statistical Society , vol.36 , pp. 111-147
    • Stone, M.1
  • 38
    • 0000859675 scopus 로고
    • An Asymptotic Equivalence of Choice of Model by Cross-validation and Akaike's Criterion
    • Ser. B
    • _ (1977), "An Asymptotic Equivalence of Choice of Model by Cross-validation and Akaike's Criterion," Journal of the Royal Statistical Society, Ser. B, 39, 44-47.
    • (1977) Journal of the Royal Statistical Society , vol.39 , pp. 44-47
  • 39
    • 0001930912 scopus 로고
    • Distribution of Informational Statistics and a Criterion of Model Fitting
    • Takeuchi, K. (1976), "Distribution of Informational Statistics and a Criterion of Model Fitting" (in Japanese), Suri-Kagaku (Mathematical Sciences), 153, 12-18.
    • (1976) Suri-kagaku (Mathematical Sciences) , vol.153 , pp. 12-18
    • Takeuchi, K.1
  • 40
    • 0039724913 scopus 로고    scopus 로고
    • The Covariance Inflation Criterion for Adaptive Model Selection
    • Ser. B
    • Tibshirani, R., and Knight, K. (1999), "The Covariance Inflation Criterion for Adaptive Model Selection," Journal of the Royal Statistical Society, Ser. B, 61, 529-546.
    • (1999) Journal of the Royal Statistical Society , vol.61 , pp. 529-546
    • Tibshirani, R.1    Knight, K.2
  • 41
    • 0002914571 scopus 로고
    • On Predictive Least Squares Principles
    • Wei, C. Z. (1992), "On Predictive Least Squares Principles," The Annals of Statistics, 20, 1-42.
    • (1992) The Annals of Statistics , vol.20 , pp. 1-42
    • Wei, C.Z.1
  • 42
    • 0032351389 scopus 로고    scopus 로고
    • On Measuring and Correcting the Effects of Data Mining and Model Selection
    • Ye, J. (1998), "On Measuring and Correcting the Effects of Data Mining and Model Selection," Journal of the American Statistical Association, 93, 120-131.
    • (1998) Journal of the American Statistical Association , vol.93 , pp. 120-131
    • Ye, J.1


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