Limit search to items available for checkout
Title Robust statistical methods with R / Jana Jurecková, Jan Picek, Martin Schindler
Imprint Boca Raton, Florida : CRC Press, [2019]


 Internet  Electronic Book    AVAILABLE
Edition Second edition
Description 1 online resource (xiii, 254 pages) : illustrations
Bibliog. Includes bibliographical references and indexes
Note Available only to authorized UTEP users.
Description based on print version record
Subject Robust statistics.
Mathematical statistics.
R (Computer program language)
Genre Electronic books.
Contents Mathematical tools of robustness -- Characteristics of robustness -- Estimation of real parameter -- Linear model -- Multivariate model -- Large sample and finite sample behavior of robust estimators -- Robust and nonparametric procedures in measurement error models
Summary 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
Other Author Picek, Jan, 1965- author.
Schindler, Martin (Mathematician), author.
Other Title Print version: Jurečková, Jana, 1940- Robust statistical methods with R. Second edition. Boca Raton, Florida : CRC Press, [2019] 9781138035362