When Does Bootstrap Work?
Asymptotic Results and Simulations
Enno Mammen(Author)
Springer (Publisher)
Published on 31. December 1992
Book
Paperback/Softback
VI, 196 pages
978-3-540-97867-1 (ISBN)
Description
Bootstrap methods are procedures for estimating or approximating the distribution of a statistic based on ideas from resampling and simulation methods. This volume is concerned with the asymptotic behaviour of the bootstrap and investigates the conditions under which the bootstrap works satisfactorily. In particular, the author considers the application of the bootstrap to the estimation of smooth functionals, non-parametric curve estimation, and to linear models. Readers are assumed to have a working familiarity with the basics of bootstrap methods.
More details
Series
Language
English
Place of publication
Berlin
Germany
Target group
College/higher education
Professional and scholarly
Product notice
Paperback (UK-trade)
Illustrations
14 tables
Dimensions
Height: 216 mm
Width: 138 mm
Weight
310 gr
ISBN-13
978-3-540-97867-1 (9783540978671)
Schweitzer Classification