On error rates of statistical model selection based on information criteria

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Abstract

    In this paper, we shall derive the upper bounds on error rates of the statistical model selection using the information criteria, P. Similar bounds were derived by J. Suzuki (1993). We shall generalize the results for the general model class.

    Original languageEnglish
    Title of host publicationIEEE International Symposium on Information Theory - Proceedings
    Pages417
    Number of pages1
    DOIs
    Publication statusPublished - 1998
    Event1998 IEEE International Symposium on Information Theory, ISIT 1998 - Cambridge, MA
    Duration: 1998 Aug 161998 Aug 21

    Other

    Other1998 IEEE International Symposium on Information Theory, ISIT 1998
    CityCambridge, MA
    Period98/8/1698/8/21

    Fingerprint

    Information Criterion
    Model Selection
    Statistical Model
    Error Rate
    Upper bound
    Generalise
    Model
    Class
    Statistical Models

    ASJC Scopus subject areas

    • Applied Mathematics
    • Modelling and Simulation
    • Theoretical Computer Science
    • Information Systems

    Cite this

    Goto, M., Matsushima, T., & Hirasawa, S. (1998). On error rates of statistical model selection based on information criteria. In IEEE International Symposium on Information Theory - Proceedings (pp. 417). [709022] https://doi.org/10.1109/ISIT.1998.709022

    On error rates of statistical model selection based on information criteria. / Goto, Masayuki; Matsushima, Toshiyasu; Hirasawa, S.

    IEEE International Symposium on Information Theory - Proceedings. 1998. p. 417 709022.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Goto, M, Matsushima, T & Hirasawa, S 1998, On error rates of statistical model selection based on information criteria. in IEEE International Symposium on Information Theory - Proceedings., 709022, pp. 417, 1998 IEEE International Symposium on Information Theory, ISIT 1998, Cambridge, MA, 98/8/16. https://doi.org/10.1109/ISIT.1998.709022
    Goto M, Matsushima T, Hirasawa S. On error rates of statistical model selection based on information criteria. In IEEE International Symposium on Information Theory - Proceedings. 1998. p. 417. 709022 https://doi.org/10.1109/ISIT.1998.709022
    Goto, Masayuki ; Matsushima, Toshiyasu ; Hirasawa, S. / On error rates of statistical model selection based on information criteria. IEEE International Symposium on Information Theory - Proceedings. 1998. pp. 417
    @inproceedings{894d522fb45b41aaa2ac5c115ef80f36,
    title = "On error rates of statistical model selection based on information criteria",
    abstract = "In this paper, we shall derive the upper bounds on error rates of the statistical model selection using the information criteria, P. Similar bounds were derived by J. Suzuki (1993). We shall generalize the results for the general model class.",
    author = "Masayuki Goto and Toshiyasu Matsushima and S. Hirasawa",
    year = "1998",
    doi = "10.1109/ISIT.1998.709022",
    language = "English",
    isbn = "0780350006",
    pages = "417",
    booktitle = "IEEE International Symposium on Information Theory - Proceedings",

    }

    TY - GEN

    T1 - On error rates of statistical model selection based on information criteria

    AU - Goto, Masayuki

    AU - Matsushima, Toshiyasu

    AU - Hirasawa, S.

    PY - 1998

    Y1 - 1998

    N2 - In this paper, we shall derive the upper bounds on error rates of the statistical model selection using the information criteria, P. Similar bounds were derived by J. Suzuki (1993). We shall generalize the results for the general model class.

    AB - In this paper, we shall derive the upper bounds on error rates of the statistical model selection using the information criteria, P. Similar bounds were derived by J. Suzuki (1993). We shall generalize the results for the general model class.

    UR - http://www.scopus.com/inward/record.url?scp=84890356429&partnerID=8YFLogxK

    UR - http://www.scopus.com/inward/citedby.url?scp=84890356429&partnerID=8YFLogxK

    U2 - 10.1109/ISIT.1998.709022

    DO - 10.1109/ISIT.1998.709022

    M3 - Conference contribution

    AN - SCOPUS:84890356429

    SN - 0780350006

    SN - 9780780350007

    SP - 417

    BT - IEEE International Symposium on Information Theory - Proceedings

    ER -