Applied Mixed Models in Medicine - Couverture rigide

Livre 33 sur 49: Statistics in Practice

Brown, Helen; Prescott, Robin

 
9781118778258: Applied Mixed Models in Medicine
Couverture rigide
ISBN 10 : 1118778251 ISBN 13 : 9781118778258
Editeur : John Wiley & Sons Inc, 2015

Synopsis

A fully updated edition of this key text on mixed models, focusing on applications in medical research

The application of mixed models is an increasingly popular way of analysing medical data, particularly in the pharmaceutical industry. A mixed model allows the incorporation of both fixed and random variables within a statistical analysis, enabling efficient inferences and more information to be gained from the data. There have been many recent advances in mixed modelling, particularly regarding the software and applications. This third edition of Brown and Prescott's groundbreaking text provides an update on the latest developments, and includes guidance on the use of current SAS techniques across a wide range of applications.

  • Presents an overview of the theory and applications of mixed models in medical research, including the latest developments and new sections on incomplete block designs and the analysis of bilateral data.
  • Easily accessible to practitioners in any area where mixed models are used, including medical statisticians and economists.
  • Includes numerous examples using real data from medical and health research, and epidemiology, illustrated with SAS code and output.
  • Features the new version of SAS, including new graphics for model diagnostics and the procedure PROC MCMC.
  • Supported by a website featuring computer code, data sets, and further material.

This third edition will appeal to applied statisticians working in medical research and the pharmaceutical industry, as well as teachers and students of statistics courses in mixed models. The book will also be of great value to a broad range of scientists, particularly those working in the medical and pharmaceutical areas.

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

À propos de l'auteur

Helen Brown, Principal Statistician, NHS Scotland, Edinburgh, UK.

Robin Prescott, Medical Statistics Unit, University of Edinburgh Medical School, UK.

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
2015
Langue
anglais
ISBN 10 
1118778251
ISBN 13 
9781118778258
Reliure
Relié
Numéro d'édition
3
Nombre de pages
544
Coordonnées du fabricant
non disponible
Personne responsable
non disponible