Overview
- Authors:
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Dimitris N. Politis
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Department of Mathematics, University of California, San Diego, La Jolla, USA
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Joseph P. Romano
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Department of Statistics, Stanford University, Stanford, USA
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Michael Wolf
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Departamento de Estadistica y Econometria, Universidad Carlos III de Madrid, Getafe, Spain
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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)
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Basic Theory
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- Dimitris N. Politis, Joseph P. Romano, Michael Wolf
Pages 3-38
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- Dimitris N. Politis, Joseph P. Romano, Michael Wolf
Pages 39-64
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- Dimitris N. Politis, Joseph P. Romano, Michael Wolf
Pages 65-100
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- Dimitris N. Politis, Joseph P. Romano, Michael Wolf
Pages 101-119
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- Dimitris N. Politis, Joseph P. Romano, Michael Wolf
Pages 120-137
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- Dimitris N. Politis, Joseph P. Romano, Michael Wolf
Pages 138-158
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- Dimitris N. Politis, Joseph P. Romano, Michael Wolf
Pages 159-170
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Extensions, Practical Issues, and Applications
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Front Matter
Pages 171-171
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- Dimitris N. Politis, Joseph P. Romano, Michael Wolf
Pages 173-187
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- Dimitris N. Politis, Joseph P. Romano, Michael Wolf
Pages 188-212
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- Dimitris N. Politis, Joseph P. Romano, Michael Wolf
Pages 213-252
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- Dimitris N. Politis, Joseph P. Romano, Michael Wolf
Pages 253-269
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- Dimitris N. Politis, Joseph P. Romano, Michael Wolf
Pages 270-290
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- Dimitris N. Politis, Joseph P. Romano, Michael Wolf
Pages 291-314
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Back Matter
Pages 315-348
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
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Department of Mathematics, University of California, San Diego, La Jolla, USA
Dimitris N. Politis
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Department of Statistics, Stanford University, Stanford, USA
Joseph P. Romano
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Departamento de Estadistica y Econometria, Universidad Carlos III de Madrid, Getafe, Spain
Michael Wolf