Robust Statistical Methods with R, Second Edition

Author:   Jana Jurečková ,  Jan Picek ,  Martin Schindler
Publisher:   Taylor & Francis Ltd
Edition:   2nd edition
ISBN:  

9781138035362


Pages:   268
Publication Date:   23 May 2019
Format:   Hardback
Availability:   In Print   Availability explained
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Robust Statistical Methods with R, Second Edition


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Overview

The second edition of Robust Statistical Methods with R provides a systematic treatment of robust procedures with an emphasis on new developments and on the computational aspects. There are many numerical examples and notes on the R environment, and the updated chapter on the multivariate model contains additional material on visualization of multivariate data in R. A new chapter on robust procedures in measurement error models concentrates mainly on the rank procedures, less sensitive to errors than other procedures. This book will be an invaluable resource for researchers and postgraduate students in statistics and mathematics. Features • Provides a systematic, practical treatment of robust statistical methods • Offers a rigorous treatment of the whole range of robust methods, including the sequential versions of estimators, their moment convergence, and compares their asymptotic and finite-sample behavior • The extended account of multivariate models includes the admissibility, shrinkage effects and unbiasedness of two-sample tests • Illustrates the small sensitivity of the rank procedures in the measurement error model • Emphasizes the computational aspects, supplies many examples and illustrations, and provides the own procedures of the authors in the R software on the book’s website

Full Product Details

Author:   Jana Jurečková ,  Jan Picek ,  Martin Schindler
Publisher:   Taylor & Francis Ltd
Imprint:   CRC Press
Edition:   2nd edition
Weight:   0.526kg
ISBN:  

9781138035362


ISBN 10:   113803536
Pages:   268
Publication Date:   23 May 2019
Audience:   College/higher education ,  General/trade ,  Tertiary & Higher Education ,  General
Format:   Hardback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

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Jana Jurečková is a Professor of Statistics at the Charles University, Prague.

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