Title
Bootstrap Methods and their Application (Cambridge Series in Statistical and Probabilistic Mathematics, Series Number 1),New
Delivery time: 8-12 business days (International)
This book gives a broad and uptodate 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 purposewritten SPlus programs for implementing the methods described in the text. Computer algorithms are clearly described, and computer code is included on a 3inch, 1.4M disk for use with IBM computers and compatible machines. Users must have the SPlus computer application. Author resource page: http://statwww.epfl.ch/davison/BMA/
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