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Bootstrap Methods and Their Application Paperback (Cambridge Series in Statistical and Probabilistic Mathematics) (en Inglés)
A. C. Davison
(Autor)
·
D. V. Hinkley
(Autor)
·
Cambridge University Press
· Tapa Blanda
Bootstrap Methods and Their Application Paperback (Cambridge Series in Statistical and Probabilistic Mathematics) (en Inglés) - Davison, A. C. ; Hinkley, D. V.
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Reseña del libro "Bootstrap Methods and Their Application Paperback (Cambridge Series in Statistical and Probabilistic Mathematics) (en Inglés)"
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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