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Subsampling

  • Textbook
  • © 1999

Overview

Part of the book series: Springer Series in Statistics (SSS)

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About this book

Since Efron's profound paper on the bootstrap, an enormous amount of effort has been spent on the development of bootstrap, jacknife, and other resampling methods. The primary goal of these computer-intensive methods has been to provide statistical tools that work in complex situations without imposing unrealistic or unverifiable assumptions about the data generating mechanism. The primary goal of this book is to lay some of the foundation for subsampling methodology and related methods.

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Table of contents (13 chapters)

  1. Basic Theory

  2. Extensions, Practical Issues, and Applications

Reviews

"The book is one of the most comprehensive texts in the subsampling realm and provides a solid background for researchers working in the related areas of statistics."
V.V. Fedorov in "Short Book Reviews", Vol. 21/1, April 2001

Authors and Affiliations

  • Department of Mathematics, University of California, San Diego, La Jolla, USA

    Dimitris N. Politis

  • Department of Statistics, Stanford University, Stanford, USA

    Joseph P. Romano

  • Departamento de Estadistica y Econometria, Universidad Carlos III de Madrid, Getafe, Spain

    Michael Wolf

Bibliographic Information

  • Book Title: Subsampling

  • Authors: Dimitris N. Politis, Joseph P. Romano, Michael Wolf

  • Series Title: Springer Series in Statistics

  • DOI: https://doi.org/10.1007/978-1-4612-1554-7

  • Publisher: Springer New York, NY

  • eBook Packages: Springer Book Archive

  • Copyright Information: Springer Science+Business Media New York 1999

  • Hardcover ISBN: 978-0-387-98854-2Published: 13 August 1999

  • Softcover ISBN: 978-1-4612-7190-1Published: 30 October 2012

  • eBook ISBN: 978-1-4612-1554-7Published: 06 December 2012

  • Series ISSN: 0172-7397

  • Series E-ISSN: 2197-568X

  • Edition Number: 1

  • Number of Pages: XV, 348

  • Topics: Statistical Theory and Methods

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