Robust Statistical Methods with R, Second Edition - Rilegato

Jurečková, Jana; Picek, Jan; Schindler, Martin

 
9781138035362: Robust Statistical Methods with R, Second Edition
Rilegato
ISBN 10: 113803536X ISBN 13: 9781138035362
Casa editrice: Chapman and Hall/CRC, 2019

Sinossi

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

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Informazioni sull?autore

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

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

Editore
Chapman and Hall/CRC
Data di pubblicazione
2019
Lingua
Inglese
ISBN 10 
113803536X
ISBN 13 
9781138035362
Rilegatura
Copertina rigida
Numero edizione
2
Numero di pagine
268
Contatto del produttore
Taylor and Francis, GPSR Taylor and Francis
gpsr@taylorandfrancis.com

Taylor & Francis Verlag GmbH, Kaufingerstraße 24
München
80331
Germania

Altre edizioni note dello stesso titolo

9781032092607: Robust Statistical Methods with R, Second Edition

Edizione in evidenza

ISBN 10:  1032092602 ISBN 13:  9781032092607
Casa editrice: Routledge, 2021
Brossura