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发表于2024-06-18

bootstrap methods and their application 2024 pdf epub mobi 电子书

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出版者:Cambridge University Press

作者:A. C. Davison

出品人:

页数:594

译者:

出版时间:1997-10-28

价格:USD 70.00

装帧:Paperback

isbn号码:9780521574716

丛书系列:Cambridge Series in Statistical and Probabilistic Mathematics

图书标签: bootstrap 统计 Statistics 机器学习统计学自助法数学 IT

bootstrap methods and their application 2024 pdf epub mobi 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/

bootstrap methods and their application 2024 pdf epub mobi 电子书

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