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Subsampling

  • Dimitris N. Politis
  • Joseph P. Romano
  • Michael Wolf

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

Table of contents

  1. Front Matter
    Pages i-xv
  2. Basic Theory

    1. Front Matter
      Pages 1-1
    2. Dimitris N. Politis, Joseph P. Romano, Michael Wolf
      Pages 3-38
    3. Dimitris N. Politis, Joseph P. Romano, Michael Wolf
      Pages 39-64
    4. Dimitris N. Politis, Joseph P. Romano, Michael Wolf
      Pages 65-100
    5. Dimitris N. Politis, Joseph P. Romano, Michael Wolf
      Pages 101-119
    6. Dimitris N. Politis, Joseph P. Romano, Michael Wolf
      Pages 120-137
    7. Dimitris N. Politis, Joseph P. Romano, Michael Wolf
      Pages 138-158
    8. Dimitris N. Politis, Joseph P. Romano, Michael Wolf
      Pages 159-170
  3. Extensions, Practical Issues, and Applications

    1. Front Matter
      Pages 171-171
    2. Dimitris N. Politis, Joseph P. Romano, Michael Wolf
      Pages 173-187
    3. Dimitris N. Politis, Joseph P. Romano, Michael Wolf
      Pages 188-212
    4. Dimitris N. Politis, Joseph P. Romano, Michael Wolf
      Pages 213-252
    5. Dimitris N. Politis, Joseph P. Romano, Michael Wolf
      Pages 253-269
    6. Dimitris N. Politis, Joseph P. Romano, Michael Wolf
      Pages 270-290
    7. Dimitris N. Politis, Joseph P. Romano, Michael Wolf
      Pages 291-314
  4. Back Matter
    Pages 315-348

About this book

Introduction

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.

Keywords

Resampling Subsampling paper sets simulation

Authors and affiliations

  • Dimitris N. Politis
    • 1
  • Joseph P. Romano
    • 2
  • Michael Wolf
    • 3
  1. 1.Department of MathematicsUniversity of CaliforniaSan DiegoLa JollaUSA
  2. 2.Department of StatisticsStanford UniversityStanfordUSA
  3. 3.Departamento de Estadistica y EconometriaUniversidad Carlos III de MadridGetafeSpain

Bibliographic information

  • DOI https://doi.org/10.1007/978-1-4612-1554-7
  • Copyright Information Springer-Verlag New York 1999
  • Publisher Name Springer, New York, NY
  • eBook Packages Springer Book Archive
  • Print ISBN 978-1-4612-7190-1
  • Online ISBN 978-1-4612-1554-7
  • Series Print ISSN 0172-7397
  • Buy this book on publisher's site
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