ノンパラメトリック・ベイズ推定の基礎
Fundamentals of Nonparametric Bayesian Inference
Cambridge Series in Statistical and Probabilistic Mathematics
Ghosal, Subhashis
van der Vaart, Aad
- 出版社：Cambridge University Press
- 出版年月：2017年 06月
- ISBN：9780521878265
- 装丁：HRD
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装丁について
- 言語：ENG
- 巻数・ページ数：670 p.
- DDC分類：519.542
- 内容紹介：
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Written by top researchers, this self-contained text is the authoritative account of Bayesian nonparametrics, a nearly universal framework for inference in statistics, and machine learning, with practical use in all areas of science, including economics and biostatistics. Appendices with prerequisties and numerous exercises support its use for graduate courses.