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9781032092607 - Robust Statistical Methods with R, Second Edition by Jure?ková, Jana; Picek, Jan; Schindler, Martin (14 results)
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Robust Statistical Methods With R
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Robust Statistical Methods with R, Second Edition
Language: English
Published by Taylor & Francis Ltd, 2021
ISBN 10: 1032092602 ISBN 13: 9781032092607
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Robust Statistical Methods With R
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Robust Statistical Methods with R, Second Edition
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Add to basketPaperback. Condition: Brand New. 2nd new edition. 268 pages. 9.21x6.14x0.75 inches. In Stock.
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Robust Statistical Methods with R, Second Edition
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Robust Statistical Methods with R, Second Edition
Language: English
Published by Chapman And Hall/CRC, 2021
ISBN 10: 1032092602 ISBN 13: 9781032092607
Taschenbuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - 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.
