| Bootstrap Methods and Their Application Contributor(s): Davison, A. C. (Author), Hinkley, D. V. (Author) |
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ISBN: 0521574714 ISBN-13: 9780521574716 Publisher: Cambridge University Press OUR PRICE: $104.50 Product Type: Paperback - Other Formats Published: October 1997 Annotation: 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/ |
| Additional Information |
| BISAC Categories: - Science - Mathematics | Probability & Statistics - General - Computers | Natural Language Processing |
| Dewey: 519.544 |
| LCCN: 96030064 |
| Series: Cambridge Series in Statistical and Probabilistic Mathematic |
| Physical Information: 1.3" H x 7" W x 9.9" (2.20 lbs) 594 pages |
