On error rates of statistical model selection based on information criteria

M. Gotoh; T. Matsushima; S. Hirasawa

doi:10.1109/ISIT.1998.709022

On error rates of statistical model selection based on information criteria

Research output: Chapter in Book/Report/Conference proceeding › Conference 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 language	English
Title of host publication	Proceedings - 1998 IEEE International Symposium on Information Theory, ISIT 1998
Number of pages	1
DOIs	https://doi.org/10.1109/ISIT.1998.709022
Publication status	Published - 1998 Dec 1
Event	1998 IEEE International Symposium on Information Theory, ISIT 1998 - Cambridge, MA, United States Duration: 1998 Aug 16 → 1998 Aug 21

Publication series

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

Conference

Conference	1998 IEEE International Symposium on Information Theory, ISIT 1998
Country/Territory	United States
City	Cambridge, MA
Period	98/8/16 → 98/8/21

ASJC Scopus subject areas

Theoretical Computer Science
Information Systems
Modelling and Simulation
Applied Mathematics

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10.1109/ISIT.1998.709022

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On error rates of statistical model selection based on information criteria. / Gotoh, M.; Matsushima, T.; Hirasawa, S.
Proceedings - 1998 IEEE International Symposium on Information Theory, ISIT 1998. 1998. 709022 (IEEE International Symposium on Information Theory - Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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, 1998 IEEE International Symposium on Information Theory, ISIT 1998, Cambridge, MA, United States, 98/8/16. https://doi.org/10.1109/ISIT.1998.709022

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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 = "M. Gotoh and T. Matsushima and S. Hirasawa",

year = "1998",

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doi = "10.1109/ISIT.1998.709022",

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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.

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M3 - Conference contribution

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BT - Proceedings - 1998 IEEE International Symposium on Information Theory, ISIT 1998

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ER -

On error rates of statistical model selection based on information criteria

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