Download the fantastic book titled Robust Statistical Methods with R Second Edition written by Jana Jurečková, available in its entirety in both PDF and EPUB formats for online reading. This page includes a concise summary, a preview of the book cover, and detailed information about "Robust Statistical Methods with R Second Edition", which was released on 29 May 2019. We suggest perusing the summary before initiating your download. This book is a top selection for enthusiasts of the Mathematics genre.
Summary of Robust Statistical Methods with R Second Edition by Jana Jurečková PDF
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
Detail About Robust Statistical Methods with R Second Edition PDF
- Author : Jana Jurečková
- Publisher : CRC Press
- Genre : Mathematics
- Total Pages : 254 pages
- ISBN : 1351975137
- Release Date : 29 May 2019
- PDF File Size : 37,7 Mb
- Language : English
- Rating : 4/5 from 21 reviews
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