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bootstrap methods and their application

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A. C. Davison 作者
Cambridge University Press
譯者
1997-10-28 出版日期
594 頁數
USD 70.00 價格
Paperback
Cambridge Series in Statistical and Probabilistic Mathematics 叢書系列
9780521574716 圖書編碼

bootstrap methods and their application 在線電子書 圖書標籤: bootstrap  統計  Statistics  機器學習  統計學  自助法  數學  IT   


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bootstrap methods and their application 在線電子書 epub 下載 mobi 下載 pdf 下載 txt 下載 2024

bootstrap methods and their application 在線電子書 epub 下載 pdf 下載 mobi 下載 txt 下載 2024

bootstrap methods and their application 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024



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bootstrap methods and their application 在線電子書 著者簡介


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bootstrap methods and their application 在線電子書 pdf 下載 txt下載 epub 下載 mobi 在線電子書下載

bootstrap methods and their application 在線電子書 圖書描述

This book gives a broad and up-to-date coverage of bootstrap methods, with numerous applied examples, developed in a coherent way with the necessary theoretical basis. Applications include stratified data; finite populations; censored and missing data; linear, nonlinear, and smooth regression models; classification; time series and spatial problems. Special features of the book include: extensive discussion of significance tests and confidence intervals; material on various diagnostic methods; and methods for efficient computation, including improved Monte Carlo simulation. Each chapter includes both practical and theoretical exercises. Included with the book is a disk of purpose-written S-Plus programs for implementing the methods described in the text. Computer algorithms are clearly described, and computer code is included on a 3-inch, 1.4M disk for use with IBM computers and compatible machines. Users must have the S-Plus computer application. Author resource page: http://statwww.epfl.ch/davison/BMA/

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