Bootstrap Methods and Their Application (Paperback)

A. C. Davison, D. V. Hinkley

  • 出版商: Cambridge University Press
  • 出版日期: 1997-10-28
  • 售價: $3,961
  • 貴賓價: 9.5$3,763
  • 語言: 英文
  • 頁數: 594
  • 裝訂: Paperback
  • ISBN: 0521574714
  • ISBN-13: 9780521574716
  • 相關分類: Bootstrap

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商品描述

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.