On error rates of statistical model selection based on information criteria

M. Gotoh, T. Matsushima, S. Hirasawa

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 publicationProceedings - 1998 IEEE International Symposium on Information Theory, ISIT 1998
Number of pages1
DOIs
Publication statusPublished - 1998 Dec 1
Event1998 IEEE International Symposium on Information Theory, ISIT 1998 - Cambridge, MA, United States
Duration: 1998 Aug 161998 Aug 21

Publication series

NameIEEE International Symposium on Information Theory - Proceedings
ISSN (Print)2157-8095

Conference

Conference1998 IEEE International Symposium on Information Theory, ISIT 1998
CountryUnited States
CityCambridge, MA
Period98/8/1698/8/21

ASJC Scopus subject areas

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

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  • Cite this

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