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Volumn 7, Issue 2, 1997, Pages 375-394

Bootstrap estimate of Kullback-Leibler information for model selection

Author keywords

Bias estimation; Bootstrap; Information criterion; Kullback Leibler information

Indexed keywords


EID: 0031480481     PISSN: 10170405     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (66)

References (22)
  • 1
    • 0000501656 scopus 로고
    • Information theory and an extension of the maximum likelihood principle
    • (Edited by B. N. Petrov and F. Csáki), Akadémia Kiadó, Budapest
    • Akaike, H. (1973). Information theory and an extension of the maximum likelihood principle. In 2nd International Symposium on Information Theory (Edited by B. N. Petrov and F. Csáki), 267-281. Akadémia Kiadó, Budapest.
    • (1973) 2nd International Symposium on Information Theory , pp. 267-281
    • Akaike, H.1
  • 2
    • 0031478161 scopus 로고    scopus 로고
    • A bootstrap variant of AIC for state-space model selection
    • Cavanaugh, J. and Shumway, R. (1997). A bootstrap variant of AIC for state-space model selection. Statist. Sinica 7, 473-496.
    • (1997) Statist. Sinica , vol.7 , pp. 473-496
    • Cavanaugh, J.1    Shumway, R.2
  • 3
    • 84950461478 scopus 로고
    • Estimating the error rate of a prediction rule: Improvement on cross-validation
    • Efron, B. (1983). Estimating the error rate of a prediction rule: improvement on cross-validation. J. Amer. Statist. Assoc. 78, 316-331.
    • (1983) J. Amer. Statist. Assoc. , vol.78 , pp. 316-331
    • Efron, B.1
  • 4
    • 80053264999 scopus 로고
    • How bias is the apparent error rate of a prediction rule
    • Efron, B. (1986). How bias is the apparent error rate of a prediction rule. J. Amer. Statist. Assoc. 81, 461-470.
    • (1986) J. Amer. Statist. Assoc. , vol.81 , pp. 461-470
    • Efron, B.1
  • 6
    • 0000130203 scopus 로고
    • Bootstrapping regression models
    • Freedman, D. A. (1981). Bootstrapping regression models. Ann. Statist. 9, 1218-1228.
    • (1981) Ann. Statist. , vol.9 , pp. 1218-1228
    • Freedman, D.A.1
  • 8
    • 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 76, 297-307.
    • (1989) Biometrika , vol.76 , pp. 297-307
    • Hurvich, C.M.1    Tsai, C.L.2
  • 9
    • 0002825961 scopus 로고
    • Bias of the corrected AIC criterion for underfitted regression and time series models
    • Hurvich, C. M. and Tsai, C. L. (1991). Bias of the corrected AIC criterion for underfitted regression and time series models. Biometrika 78, 499-509.
    • (1991) Biometrika , vol.78 , pp. 499-509
    • Hurvich, C.M.1    Tsai, C.L.2
  • 10
    • 84981423152 scopus 로고
    • A corrected Akaike information criterion for vector autoregressive model selection
    • Hurvich, C. M. and Tsai, C. L. (1993). A corrected Akaike information criterion for vector autoregressive model selection. J. Time Ser. Anal. 14, 271-279.
    • (1993) J. Time Ser. Anal. , vol.14 , pp. 271-279
    • Hurvich, C.M.1    Tsai, C.L.2
  • 12
    • 0343537952 scopus 로고
    • Application of an estimator-free information criterion (WIC) to aperture synthesis mixing
    • (Edited by T. J. Cornwell and R. A. Perley), Astronomical Society of the Pacific, San Francisco
    • Ishiguro, M., Morita, K. and Ishiguro, M. (1991). Application of an estimator-free information criterion (WIC) to aperture synthesis mixing. In Radio Interferometry: Theory, Techniques and Application (Edited by T. J. Cornwell and R. A. Perley), Astronomical Society of the Pacific, San Francisco.
    • (1991) Radio Interferometry: Theory, Techniques and Application
    • Ishiguro, M.1    Morita, K.2    Ishiguro, M.3
  • 15
    • 0001314395 scopus 로고
    • Asymptotically efficient selection of the order of the model for estimating parameters of a linear process
    • Shibata, R. (1980). Asymptotically efficient selection of the order of the model for estimating parameters of a linear process. Ann. Statist. 8, 147-164.
    • (1980) Ann. Statist. , vol.8 , pp. 147-164
    • Shibata, R.1
  • 16
    • 77956887130 scopus 로고
    • An optimal selection of regression variables
    • Shibata, R. (1981). An optimal selection of regression variables. Biometrika 68, 45-54.
    • (1981) Biometrika , vol.68 , pp. 45-54
    • Shibata, R.1
  • 17
    • 0001801337 scopus 로고
    • Statistical aspects of model selection
    • (Edited by J. C. Willems), Springer
    • Shibata, R. (1989). Statistical aspects of model selection. In From Data to Model (Edited by J. C. Willems), 215-240. Springer.
    • (1989) From Data to Model , pp. 215-240
    • Shibata, R.1
  • 18
    • 51249180027 scopus 로고
    • Entropy maximization principle and selection of the order of an autoregressive Gaussian process
    • Shimizu, R. (1978). Entropy maximization principle and selection of the order of an autoregressive Gaussian process. Ann. Inst. Statist. Math. 30, 363-270.
    • (1978) Ann. Inst. Statist. Math. , vol.30 , pp. 363-1270
    • Shimizu, R.1
  • 19
    • 0011520418 scopus 로고
    • Bootstrapping state-space models: Gaussian maximum likelihood estimation and the Kaiman filter
    • Stoffer, D. S. and Wall, K. D. (1991). Bootstrapping state-space models: Gaussian maximum likelihood estimation and the Kaiman filter. J. Amer. Statist. Assoc. 86, 1024-1033.
    • (1991) J. Amer. Statist. Assoc. , vol.86 , pp. 1024-1033
    • Stoffer, D.S.1    Wall, K.D.2
  • 20
    • 84963178774 scopus 로고
    • Further analysis of the data by Akaike's information criterion and the finite corrections
    • Sugiura, N. (1978). Further analysis of the data by Akaike's information criterion and the finite corrections. Comm. Statist. A7, 13-26.
    • (1978) Comm. Statist. , vol.A7 , pp. 13-26
    • Sugiura, N.1
  • 21
    • 0001930912 scopus 로고
    • Distribution of information statistics and a criterion of model fitting
    • in Japanese
    • Takeuchi, K. (1976). Distribution of information statistics and a criterion of model fitting. Suri-Kagaku (Mathematical Sciences), 153, 12-18 (in Japanese).
    • (1976) Suri-Kagaku (Mathematical Sciences) , vol.153 , pp. 12-18
    • Takeuchi, K.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.