A Generalization of B.S. Clarke and A.R. Barron's Asymptotics of Bayes Codes for FSMX Sources (Special Section on Information Theory and Its Applications)
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概要
- 論文の詳細を見る
We shall generalize B.S. Clarke and A.R. Barron's analysis of the Bayes method for the FSMX sources. The FSMX source considered here is specified by the set of all states and its parameter value. At first, we show the asymptotic codelengths of individual sequences of the Bayes codes for the FSMX sources. Secondly, we show the asymptotic expected codelengths. The Bayesian posterior density and the maximum likelihood estimator satisfy asymptotic normality for the finite ergodic Markov source, and this is the key of our analysis.
- 社団法人電子情報通信学会の論文
- 1998-10-25
著者
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MATSUSHIMA Toshiyasu
Department of Applied Mathematics, Waseda University
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HIRASAWA Shigeichi
Department of Industrial and Management Systems Engineering, School of Creative Science and Engineer
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Hirasawa S
Waseda Univ. Tokyo Jpn
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Hirasawa Shigeichi
Department Of Industrial And Management Systems Engineering School Of Creative Science And Engineeri
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Hirasawa S
School Of Science And Engineering Waseda University
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Hirasawa Shigeichi
Department Of The Industrial And Management Systems Engineering School Of Science And Engineering Wa
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Hirasawa Shigeichi
The Department Of Industrial And Management Systems Engineering Waseda University
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Matsushima Toshiyasu
Department Of The Industrial And Management Systems Engineering School Of Science And Engineering Wa
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Matsushima Tomoko
The Department Of Information Engineering The Polytechnic University
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GOTOH Masayuki
Department of the Industrial and Management Systems Engineering, School of Science and Engineering,
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Matsushima Toshiyasu
Department Of Industrial Engineering And Management School Of Science And Engineering Waseda Univers
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Gotoh Masayuki
Department Of The Industrial And Management Systems Engineering School Of Science And Engineering Wa
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Hirasawa S
Department Of The Industrial And Management Systems Engineering School Of Science And Engineering Wa
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Matsushima T
Department Of The Industrial And Management Systems Engineering School Of Science And Engineering Wa
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