Robust Statistical Methods with R, Second Edition - Tapa dura

Jurečková, Jana; Picek, Jan; Schindler, Martin

 
9781138035362: Robust Statistical Methods with R, Second Edition
Tapa dura
ISBN 10: 113803536X ISBN 13: 9781138035362
Editorial: Chapman and Hall/CRC, 2019

Sinopsis

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

"Sinopsis" puede pertenecer a otra edición de este libro.

Acerca del autor

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

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Chapman and Hall/CRC
Año de publicación
2019
Idioma
Inglés
ISBN 10 
113803536X
ISBN 13 
9781138035362
Encuadernación
Tapa dura
Número de edición
2
Número de páginas
268
Contacto del fabricante
no disponible
Persona responsable
no disponible

Otras ediciones populares con el mismo título

9781032092607: Robust Statistical Methods with R, Second Edition

Edición Destacada

ISBN 10:  1032092602 ISBN 13:  9781032092607
Editorial: Routledge, 2021
Tapa blanda