Mendeley出力
＜図書＞
Bayesian workflow
| 責任表示 | Andrew Gelman, Aki Vehtari, and Richard McElreath with Daniel Simpson, Charles C. Margossian, Yuling Yao, Lauren Kennedy, Jonah Gabry, Paul-Christian Bürkner, Martin Modrák, and Vianey Leos Barajas |
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| データ種別 | 図書 |
| 版 | First edition |
| 出版情報 | Boca Raton, Fla. ; Abingdon, Oxon : CRC Press , 2026 著作権日付:©2026 |
| 本文言語 | 英語 |
| 大きさ | xiii, 538 pages ; 26 cm |
所蔵情報
| 状態 | 巻次 | 所蔵場所 | 請求記号 | 刷年 | 文庫名称 | 資料番号 | コメント | 予約・取寄 | 複写申込 | 自動書庫 |
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: hardback | 筑紫図 新着図書コーナー | 417/G 33 | 2026 |
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160012026001880 |
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書誌詳細
| 一般注記 | Content Type: text (ncrcontent), Media Type: unmediated (ncrmedia), Carrier Type: volume (ncrcarrier) Includes index Summary:"Bayesian statistics and statistical practice have evolved over the years, driven by advancements in theory, methods, and computational tools. This book explores the intricate workflows of applied Bayesian statistics, aiming to uncover the tacit knowledge often overlooked in published papers and textbooks. By systematizing the process of Bayesian model development, the book seeks to improve applied analyses and inspire future innovations in theory, methods, and software. It emphasizes the importance of iterative model building, model checking, computational troubleshooting, and simulated-data experimentation, offering a comprehensive perspective on statistical analysis. Through detailed examples and practical guidance, the book bridges the gap between theory and application, empowering practitioners and researchers to navigate the complexities of Bayesian inference. It is not a checklist or cookbook but a flexible framework for understanding and resolving challenges in statistical modeling and decisio |
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| 著者標目 | *Gelman, Andrew author Vehtari, Aki author McElreath, Richard, 1973- author Simpson, Daniel (Statistician) author Margossian, Charles C. author Yao, Yuling author Kennedy, Lauren (Dr) author Gabry, Jonah author Bürkner, Paul-Christian author Modrák, Martin author Leos Barajas, Vianey author |
| 件 名 | LCSH:Bayesian statistical decision theory LCSH:Decision making -- Statistical methods 全ての件名で検索 FREE:Bayesian statistical decision theory fast FREE:Decision making -- Statistical methods fast 全ての件名で検索 |
| 分 類 | LCC:QA279.5 DC23:519.5 |
| 書誌ID | 1001849782 |
| ISBN | 9780367490188 |
| NCID | BD18529725 |
| 巻冊次 | : hardback ; ISBN:9780367490188 |
| NBN | GBC6048989 |
| 登録日 | 2026.10.02 |
| 更新日 | 2026.10.02 |