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A. C. Davison 作者

Cambridge University Press

译者

1997-10-28 出版日期

594 页数

USD 70.00 价格

Paperback

Cambridge Series in Statistical and Probabilistic Mathematics 丛书系列

9780521574716 图书编码

bootstrap methods and their application 在线电子书图书标签: bootstrap 统计 Statistics 机器学习统计学自助法数学 IT

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bootstrap methods and their application 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

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bootstrap methods and their application 在线电子书图书描述

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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