Bootstrap Methods and their Application (Paperback, New)

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.

General

Imprint:	Cambridge UniversityPress
Country of origin:	United Kingdom
Series:	Cambridge Series in Statistical and Probabilistic Mathematics
Release date:	October 1997
First published:	1997
Authors:	A. C. Davison • D.V. Hinkley
Dimensions:	251 x 178 x 33mm (L x W x T)
Format:	Paperback - Trade
Pages:	594
Edition:	New
ISBN-13:	978-0-521-57471-6
Categories:	Books > Science & Mathematics > Mathematics > Probability & statistics Promotions
LSN:	0-521-57471-4
Barcode:	9780521574716

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