Bootstrap Methods and Their Application

Name: Bootstrap Methods and Their Application
Price: 18.92 USD
Availability: InStock
ISBN: 9780521574716

ISBN-10: 0521574714

ISBN-13: 9780521574716

Edition: 1997

Authors: A. C. Davison, D. V. Hinkley, R. Gill, B. D. Ripley, S. Ross

List price: $99.99

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Description:

Bootstrap methods are computer-intensive methods of statistical analysis, which use simulation to calculate standard errors, confidence intervals, and significance tests. The methods apply for any level of modelling, and so can be used for fully parametric, semiparametric, and completely nonparametric analysis. 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…

Book details

List price: $99.99
Copyright year: 1997
Publisher: Cambridge University Press
Publication date: 10/28/1997
Binding: Paperback
Pages: 594
Size: 0.70" wide x 10.25" long x 1.25" tall
Weight: 2.530
Language: English




Introduction



The basic bootstraps



Further ideas



Tests



Confidence intervals



Regression models



Further topics in regression



Complex dependence



Improved calculation



Semiparametric likelihood inference



Computer implementation


Appendix


Cumulant calculations


Bibliography


Index