ベイズ・モデル化とPython計算(テキスト)
Bayesian Modeling and Computation in Python
Chapman & Hall/CRC Texts in Statistical Science
Martin, Osvaldo A.
Kumar, Ravin
Lao, Junpeng
- 出版社:Chapman & Hall/crc
- 出版年月:2021年 12月
- ISBN:9780367894368
- 装丁:HRD
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装丁について
- 言語:ENG
- 巻数・ページ数:398 p.
- 分類: 確率・統計
- DDC分類:519.542
- 内容紹介:
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This book aims to help beginner Bayesian practitioners to become intermediate modelers. It uses a hands on approach with PyMC3, Tensorflow Probability, ArviZ and other libraries focusing on the practice of applied statistics with references to the underlying mathematical theory.