Robust Regression and Outlier Detection

By Annick M. Leroy, Peter J. Rousseeuw | Publisher: Wiley

About the book

WILEY-INTERSCIENCE PAPERBACK SERIES

The Wiley-Interscience Paperback Series consists of selected books that have been made more accessible to consumers in an effort to increase global appeal and general circulation. With these new unabridged softcover volumes, Wiley hopes to extend the lives of these works by making them available to future generations of statisticians, mathematicians, and scientists.

\"The writing style is clear and informal, and much of the discussion is oriented to application. In short, the book is a keeper.\"
–Mathematical Geology

\"I would highly recommend the addition of this book to the libraries of both students and professionals. It is a useful textbook for the graduate student, because it emphasizes both the philosophy and practice of robustness in regression settings, and it provides excellent examples of precise, logical proofs of theorems. . . .Even for those who are familiar with robustness, the book will be a good reference because it consolidates the research in high-breakdown affine equivariant estimators and includes an extensive bibliography in robust regression, outlier diagnostics, and related methods. The aim of this book, the authors tell us, is ‘to make robust regression available for everyday statistical practice.’ Rousseeuw and Leroy have included all of the necessary ingredients to make this happen.\"
–Journal of the American Statistical Association

Editions of Robust Regression and Outlier Detection

Hardcover
ISBN 9780471852339
Paperback
ISBN 9780471488552
EBook
ISBN 9780471725381
EBook
ISBN 9780471725374

Read an Excerpt

WILEY-INTERSCIENCE PAPERBACK SERIES

The Wiley-Interscience Paperback Series consists of selected books that have been made more accessible to consumers in an effort to increase global appeal and general circulation. With these new unabridged softcover volumes, Wiley hopes to extend the lives of these works by making them available to future generations of statisticians, mathematicians, and scientists.

\"The writing style is clear and informal, and much of the discussion is oriented to application. In short, the book is a keeper.\"
–Mathematical Geology

\"I would highly recommend the addition of this book to the libraries of both students and professionals. It is a useful textbook for the graduate student, because it emphasizes both the philosophy and practice of robustness in regression settings, and it provides excellent examples of precise, logical proofs of theorems. . . .Even for those who are familiar with robustness, the book will be a good reference because it consolidates the research in high-breakdown affine equivariant estimators and includes an extensive bibliography in robust regression, outlier diagnostics, and related methods. The aim of this book, the authors tell us, is ‘to make robust regression available for everyday statistical practice.’ Rousseeuw and Leroy have included all of the necessary ingredients to make this happen.\"
–Journal of the American Statistical Association

Frequently Asked Questions

What is Robust Regression and Outlier Detection about?

WILEY-INTERSCIENCE PAPERBACK SERIES

The Wiley-Interscience Paperback Series consists of selected books that have been made more accessible to consumers in an effort to increase global appeal and general circulation. With these new unabridged softcover volumes, Wiley hopes to extend the lives of these works by making them available to future generations of statisticians, mathematicians, and scientists.

\"The writing style is clear and informal, and much of the discussion is oriented to application. In short, the book is a keeper.\"
–Mathematical Geology

\"I would highly recommend the addition of this book to the libraries of both students and professionals. It is a useful textbook for the graduate student, because it emphasizes both the philosophy and practice of robustness in regression settings, and it provides excellent examples of precise, logical proofs of theorems. . . .Even for those who are familiar with robustness, the book will be a good reference because it consolidates the research in high-breakdown affine equivariant estimators and includes an extensive bibliography in robust regression, outlier diagnostics, and related methods. The aim of this book, the authors tell us, is ‘to make robust regression available for everyday statistical practice.’ Rousseeuw and Leroy have included all of the necessary ingredients to make this happen.\"
–Journal of the American Statistical Association

What core themes, tropes, or subjects are explored in Robust Regression and Outlier Detection?

Mathematics and Science > Mathematics > Probability and statistics

Where can I read a sample of Robust Regression and Outlier Detection?

You can read an official preview of the few pages here https://www.book2look.com/book/9780471852339

Is Robust Regression and Outlier Detection part of a series, and can it be read as a standalone?

Yes it is a part of series Wiley Series in Probability and Statistics

Who is/are the Author/s of the book Robust Regression and Outlier Detection?

Annick M. Leroy, Peter J. Rousseeuw

Who is the Publisher of the book Robust Regression and Outlier Detection?

Wiley

What are the ISBN numbers for the physical and digital editions?

Robust Regression and Outlier Detection is available as hardcover(ISBN 9780471852339) and paperback(ISBN 9780471488552) and ebook(ISBN 9780471725381) and ebook(ISBN 9780471725374)

Where can I buy Robust Regression and Outlier Detection online or support local independent bookshops?

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Where can I buy Robust Regression and Outlier Detection?