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ベイズ統計分析ハンドブック

ベイズ統計分析ハンドブック

A5/1076ページ/2011年06月25日
ISBN978-4-254-12181-0 C3041
定価30,240円(本体28,000円+税)

D.K.デイ ・C.R.ラオ 編/繁桝算男 ・岸野洋久 ・大森裕浩 監訳

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紀伊國屋書店 旭屋倶楽部 東京都書店案内

発展著しいベイズ統計分析の近年の成果を集約したハンドブック。基礎理論,方法論,実証応用および関連する計算手法について,一流執筆陣による全35章で立体的に解説。〔内容〕ベイズ統計の基礎(因果関係の推論,モデル選択,モデル診断ほか)/ノンパラメトリック手法/ベイズ統計における計算/時空間モデル/頑健分析・感度解析/バイオインフォマティクス・生物統計/カテゴリカルデータ解析/生存時間解析,ソフトウェア信頼性/小地域推定/ベイズ的思考法の教育

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原著者と担当章

Albert, James H.:  Department of Mathematics and Statistics, Bowling Green State University, (Ch. 30).
Arellano-Valle, Reinaldo B.:  Departamento de Estatistica, Facultad de Matematicas, Pontificia Universidad Catolica de Chile; Chile, (Ch. 22).
Baladandayuthapani, Veerabhadran:  Department of Statistics, Texas A&M University, (Ch. 24).
Bernardo, Jose M.:  Departamento de Estadistica e I.O., Universitat de Valencia; Spain, (Ch. 2).
Bolfarine, Heleno:  Departmento de Estatistica, IME, Universidad de Sao Paulo; Brasil, (Ch. 22).
Branco, M.D.:  University of Sao Paulo; Brazil, (Ch. 23).
Brandwein, Ann Cohen:  Baruch College, The City University of New York, (Ch. 8).
Branscum, Adam J.:  Department of Statistics, University of California, (Ch. 9).
Carter, Chris:  CSIRO; Australia, (Ch. 18).
Chen, Ming-Hui:  Department of Statistics, University of Connecticut, (Ch. 15).
Chib, Siddhartha:  John M. Olin School of Business, Washington University in St. Louis, (Ch. 29).
Choudhuri, Nidhan:  Department of Statistics, Case Western Reserve University, (Ch. 13).
Cripps, Edward:  Department of Statistics, University of New South Wales; Australia, (Ch. 18).
Damien, Paul:  McCombs School of Business, University of Texas at Austin, (Ch. 10).
Datta, Gauri Sankar:  University of Georgia, (Ch. 3).
Dunson, David B.:  Biostatistics Branch, National Institute of Environmental Health Sciences, (Ch. 25).
Ferreira, Marco A.R.:  Instituto de Matematica, Universidade Federal do Rio de Janeiro; Brazil, (Ch. 19).
Gamerman, Dani:  Instituto de Matematica, Universidade Federal do Rio de Janeiro; Brazil, (Ch. 19).
Ghosal, Subhashis:  Department of Statistics, North Carolina State University, (Ch. 13).
Ghosh, Jayanta:  Indian Statistical Institute; India, (Ch. 5).
Ghosh, Malay:  Department of Statistics, University of Florida, (Ch. 27).
Ghosh, Sujit K.:  Department of Statistics, North Carolina State University, (Ch. 31).
Gustafson, Paul:  Department of Statistics, University of British Columbia; Canada, (Ch. 26).
Hanson, Timothy E.:  Department of Mathematics and Statistics, University of New Mexico, (Ch. 9).
He, Chong Z.:  Department of Statistics, University of Missouri-Columbia, (Ch. 32).
Hossain, Shahadut:  Department of Statistics, University of British Columbia; Canada, (Ch. 26).
Iglesias, P.:  Pontificia Universidad Catolica de Chile; Chile, (Ch. 23).
Johnson, Timothy D.:  University of Michigan, School of Public Health, (Ch. 28).
Johnson, Valen E.:  Institute of Statistics and Decision Sciences, Duke University, (Ch. 28).
Johnson, Wesley O.:  Department of Statistics, University of California-Irvine, (Ch. 9).
Kohn, Robert:  University of New South Wales; Australia, (Ch. 18).
Kuo, Lynn:  Department of Statistics, University of Connecticut, (Ch. 33).
Liseo, Brunero:  Dip. studi geoeconomici, liguistici, statistici e storici per l’analisi regionale, Universita di Roma “La Sapienza”; Italia, (Ch. 7).
Lopes, Hedibert F.:  Graduate School of Business, University of Chicago, (Ch. 19).
Maiti, Tapabrata:  Department of Statistics, Iowa State University, (Ch. 34).
Mallick, Bani:  Department of Statistics, Texas A&M University, (Ch. 24).
Marin, Jean-Michel:  Universite Paris Dauphine; France, (Ch. 16).
Martin, Jacinto:  Department of Mathematics, U. Extremadura; Spain, (Ch. 21).
McCandless, Lawrence:  Department of Statistics, University of British Columbia; Canada, (Ch. 26).
Mengersen, Kerrie:  University of Newcastle, (Ch. 16).
Migon, Helio S.:  Instituto de Matematica, Universidade Federal do Rio de Janeiro; Brazil, (Ch. 19).
Mira, Antonietta:  Department of Economics, University of Insubria; Italy, (Ch. 14).
Mukherjee, Bhramar:  Department of Statistics, University of Florida, (Ch. 27).
Muller, Peter:  Department of Biostatistics, The University of Texas, M.D. Anderson Cancer Center, (Ch. 17).
Pericchi, Luis Raul, School of Natural Sciences, University of Puerto Rico; Puerto Rico, (Ch. 4).
Purkayastha, Sumitra:  Theoretical Statistics and Mathematics Unit, Indian Statistical Institute; India, (Ch. 5).
Ray, Shubhankar:  Department of Statistics, Texas A&M University, (Ch. 24).
Rios Insua, David:  Decision Engineering Lab; Spain, (Ch. 21).
Robert, Christian P.:  Universite Paris Dauphine; France, (Ch. 16).
Roy, Anindya:  Department of Mathematics and Statistics, University of Maryland, (Ch. 13).
Rubin, Donald B.:  Department of Statistics, Harvard University, (Ch. 1).
Ruggeri, Fabrizio:  CNR-IMATI; Italy, (Chs. 11, 21).
Samanta, Tapas:  Applied Statistics Unit, Indian Statistical Institute; India, (Ch. 5).
Sinha, Debajyoti:  Department of Biostatistics, Bioinformatics & Epidemiology, MUSC, (Ch. 31).
Sinha, Samiran:  Department of Statistics, Texas A&M University, (Ch. 27).
Sinharay, Sandip:  Educational Testing Service, (Ch. 6).
Stangl, Dalene K.:  Institute of Statistics and Decision Sciences, Duke University, (Ch. 35).
Stern, Hal S.:  Department of Statistics, University of California, (Ch. 6).
Strawderman,William E.:  Department of Statistics, Rutgers University, (Ch. 8).
Sun, Dongchu:  Department of Statistics, University of Missouri-Columbia, (Ch. 32).
Sweeting, Trevor J.:  University College London, (Ch. 3).
Vidakovic, Brani:  Department of Industrial and Systems Engineering, Georgia Institute of Technology, (Ch. 11).
Vidal, I.:  Universidad de Talca; Chile, (Ch. 23).
Walker, Stephen:  Institute of Mathematics, Statistics and Actuarial Science, University of Kent, (Ch. 12).
Waller, Lance A.:  Department of Biostatistics, Rollins School of Public Health, Emory University, (Ch. 20).