Bootstrap Methods: A Guide for Practitioners and Researchers (Wiley Series in Probability and Statistics)
By Michael R. Chernick
24楼给出的附件详细说明
【书名】 Bootstrap Methods: A Guide for Practitioners and Researchers
【作者】MICHAEL R. CHERNICK
【出版社】2008 by John Wiley & Sons, Inc.
【版本】2
【出版日期】2008
【文件格式】PDF
【文件大小】2.13Mb in .rar
【页数】369
【ISBN出版号】ISBN 978-0-471-75621-7 (cloth)
【资料类别】统计学,textbook
【市面定价】103 usd
【扫描版还是影印版】original
【是否缺页】complete
【关键词】bootstrap, resampling
【内容简介】This book can serve as a useful resource when trying to locate research papers on bootstrap methods and specific applications and will enhance understanding of the historical development of this important area of modern statistics.
【目录】
1. What Is Bootstrapping? 1
2. Estimation 26
3. Confi dence Sets and Hypothesis Testing 53
4. Regression Analysis 78
5. Forecasting and Time Series Analysis 97
6. Which Resampling Method Should You Use? 114
7. Effi cient and Effective Simulation 127
8. Special Topics 139
9. When Bootstrapping Fails Along with Remedies for Failures 172
【原创书评】
這本新版书从屴史與動机介紹了bootstrap的起源, 詳細的闡明了這一門統計工具的發展過程,从一開始就接觸到应用面. 文笔可算力求观念清晰,初看頁數不算頂多,但因為旁徵博引,实質內容可算庬大而且读者需要相當数理統計基礎.相比之下 resampling:new statistics 比較省力
[此贴子已经被pine888于2008-3-10 23:46:07编辑过]