9780521574716-0521574714-Bootstrap Methods and their Application (Cambridge Series in Statistical and Probabilistic Mathematics, Series Number 1)

Bootstrap Methods and their Application (Cambridge Series in Statistical and Probabilistic Mathematics, Series Number 1)

ISBN-13: 9780521574716
ISBN-10: 0521574714
Edition: 1
Author: Davison, A. C.
Publication date: 1997
Publisher: Cambridge University Press
Format: Paperback 594 pages
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Book details

ISBN-13: 9780521574716
ISBN-10: 0521574714
Edition: 1
Author: Davison, A. C.
Publication date: 1997
Publisher: Cambridge University Press
Format: Paperback 594 pages

Summary

Acknowledged authors Davison, A. C. wrote Bootstrap Methods and their Application (Cambridge Series in Statistical and Probabilistic Mathematics, Series Number 1) comprising 594 pages back in 1997. Textbook and eTextbook are published under ISBN 0521574714 and 9780521574716. Since then Bootstrap Methods and their Application (Cambridge Series in Statistical and Probabilistic Mathematics, Series Number 1) textbook was available to sell back to BooksRun online for the top buyback price of $ 16.51 or rent at the marketplace.

Description

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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