Methodology in Robust and Nonparametric Statistics - Couverture souple

Jureckov, Jana; Sen, Pranab; Picek, Jan

 
9780367381066: Methodology in Robust and Nonparametric Statistics
Couverture souple
ISBN 10 : 0367381060 ISBN 13 : 9780367381066
Editeur : Routledge, 2019

Synopsis

Robust and nonparametric statistical methods have their foundation in fields ranging from agricultural science to astronomy, from biomedical sciences to the public health disciplines, and, more recently, in genomics, bioinformatics, and financial statistics. These disciplines are presently nourished by data mining and high-level computer-based algorithms, but to work actively with robust and nonparametric procedures, practitioners need to understand their background.





Explaining the underpinnings of robust methods and recent theoretical developments, Methodology in Robust and Nonparametric Statistics provides a profound mathematically rigorous explanation of the methodology of robust and nonparametric statistical procedures.





Thoroughly up-to-date, this book







  • Presents multivariate robust and nonparametric estimation with special emphasis on affine-equivariant procedures, followed by hypotheses testing and confidence sets


  • Keeps mathematical abstractions at bay while remaining largely theoretical


  • Provides a pool of basic mathematical tools used throughout the book in derivations of main results






The methodology presented, with due emphasis on asymptotics and interrelations, will pave the way for further developments on robust statistical procedures in more complex models. Using examples to illustrate the methods, the text highlights applications in the fields of biomedical science, bioinformatics, finance, and engineering. In addition, the authors provide exercises in the text.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l?auteur

Jure?ková, Jana; Sen, Pranab; Picek, Jan

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Routledge
Date d'édition
2019
Langue
anglais
ISBN 10 
0367381060
ISBN 13 
9780367381066
Reliure
Broché
Nombre de pages
410
Coordonnées du fabricant
non disponible
Personne responsable
gpsr@libri.de
gpsr@libri.de

Friedensallee 273
Hamburg
22763
Allemagne

Autres éditions populaires du même titre

9781439840689: Methodology in Robust and Nonparametric Statistics

Edition présentée

ISBN 10 :  1439840687 ISBN 13 :  9781439840689
Editeur : CRC Press, 2012
Couverture rigide