Nonparametric Hypothesis Testing: Rank and Permutation Methods With Applications in R - Couverture rigide

Livre 267 sur 354: Wiley Series in Probability and Statistics

Bonnini, Stefano; Corain, Livio; Marozzi, Marco; Salmaso, Luigi

 
9781119952374: Nonparametric Hypothesis Testing: Rank and Permutation Methods With Applications in R
Couverture rigide
ISBN 10 : 1119952379 ISBN 13 : 9781119952374
Editeur : John Wiley & Sons Inc, 2014

Synopsis

A novel presentation of rank and permutation tests, with accessible guidance to applications in R

Nonparametric testing problems are frequently encountered in many scientific disciplines, such as engineering, medicine and the social sciences. This book summarizes traditional rank techniques and more recent developments in permutation testing as robust tools for dealing with complex data with low sample size.

Key Features:

  • Examines the most widely used methodologies of nonparametric testing.
  • Includes extensive software codes in R featuring worked examples, and uses real case studies from both experimental and observational studies.
  • Presents and discusses solutions to the most important and frequently encountered real problems in different fields.

Features a supporting website (www.wiley.com/go/hypothesis_testing) containing all of the data sets examined in the book along with ready to use R software codes.

Nonparametric Hypothesis Testing combines an up to date overview with useful practical guidance to applications in R, and will be a valuable resource for practitioners and researchers working in a wide range of scientific fields including engineering, biostatistics, psychology and medicine.

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

À propos de l?auteur

Stefano Bonnini, Assistant Professor of Statistics, Faculty of Economics, Department of Economics, University of Ferrara, Italy.

Livio Corain, Assistant Professor of Statistics, Faculty of Engineering, Department of Management and Engineering, University of Padova, Italy.

Marco Marozzi, Associate Professor of Statistics, Faculty of Economics, Department of Economics and Statistics, University of Calabria, Italy.

Luigi Salmaso, Full Professor of Statistics, Faculty of Engineering, University of Padova, Italy.

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

Éditeur
John Wiley & Sons Inc
Date d'édition
2014
Langue
anglais
ISBN 10 
1119952379
ISBN 13 
9781119952374
Reliure
Relié
Nombre de pages
256
Coordonnées du fabricant
non disponible
Personne responsable
non disponible