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  <title>ベイズデータ解析</title>
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  <title>Bayesian Data Analysis</title>
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<name type="personal">
  <namePart>Gelman, Andrew</namePart>
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  <namePart>Carlin, John B</namePart>
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  <namePart>Stern, Hal Steven</namePart>
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  <namePart>Dunson, David B</namePart>
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  <namePart>Rubin, Donald B</namePart>
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  <namePart>菅澤, 翔之助, 1990-</namePart>
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  <namePart>小林, 弦矢</namePart>
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  <namePart>川久保, 友超</namePart>
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<name type="personal">
  <namePart>栗栖, 大輔, 1991-</namePart>
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<name type="personal">
  <namePart>玉江, 大将</namePart>
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<name type="personal">
  <namePart>Nospare</namePart>
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<originInfo>
  <publisher>森北出版</publisher>
  <dateIssued>2024-01-01 00:00:00 +0900</dateIssued>
  <frequency>unknown</frequency>
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<language>
  <languageTerm authority="iso639-2b" type="code">jpn</languageTerm>
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<physicalDescription>
  <form authority="marcform">volume</form>
  <extent>847p</extent>
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<subject>
  <topic>ベイズ統計学</topic>
</subject>
<classification authority="ndc10">417</classification>
<abstract>Andrew Gelmanらによるベイズ統計のバイブル「Bayesian Data Analysis」が待望の翻訳。
ベイズ推測やモデリングの基礎から始めて、ガウス過程、ディリクレ過程、ハミルトニアンモンテカルロといった手法まで、実用的な手法を幅広く網羅。各手法の理論だけでなく、豊富な実例・演習問題をもとに、計算機を用いたシミュレーション、プログラミング手法と応用における注意点までもれなく解説。</abstract>
<note></note>
<identifier type="isbn">9784627097032</identifier>
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