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図書

渡辺澄夫ベイズ理論100問with R/Stan (機械学習の数理100問シリーズ ; 9)

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渡辺澄夫ベイズ理論100問with R/Stan = Sumio Watanabe Bayes Theory with 100 Math & R/Stan Problems

(機械学習の数理100問シリーズ ; 9)

Call No. (NDL)
MA211-M419
Bibliographic ID of National Diet Library
033017895
Material type
図書
Author
鈴木讓 著
Publisher
共立出版
Publication date
2023.9
Material Format
Paper
Capacity, size, etc.
221p ; 26cm
NDC
417
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Detailed bibliographic record

Summary, etc.：

ＷＡＩＣおよびＷＢＩＣの理論的根拠を与えるとともに、ＲやＳｔａｎを用いてその有効性を実証。略解はサポートページに掲載予定。(Provided by: 出版情報登録センター（JPRO）)

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Table of Contents

Provided by：出版情報登録センター（JPRO）

  • 第0章　やさしく学べる渡辺澄夫ベイズ理論

  • 0.1　頻度論的な統計学

  • 0.2　ベイズ統計学

  • 0.3　事後分布の漸近正規性

  • 0.4　モデル選択

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Paper

Material Type
図書
ISBN
978-4-320-12514-8
Title
渡辺澄夫ベイズ理論100問with R/Stan
Title Transcription
ワタナベ スミオ ベイズ リロン ヒャクモン ウィズ アール スタン
Author/Editor
鈴木讓 著
Series Title
機械学習の数理100問シリーズ ; 9
Author Heading
著者 ： 鈴木, 譲 スズキ, ジョウ ( 01171500 )Authorities
Publication, Distribution, etc.
東京 : 共立出版 (出版)
Publication Date
2023.9
Publication Date (W3CDTF)
2023