Joint Modeling of Longitudinal and Time-to-Event Data - Couverture rigide

Livre 67 sur 110: ISSN

Elashoff, Robert M.; Li, Gang; Li, Ning

 
9781439807828: Joint Modeling of Longitudinal and Time-to-Event Data
Couverture rigide
ISBN 10 : 1439807825 ISBN 13 : 9781439807828
Editeur : Chapman & Hall/CRC, 2016

Synopsis

Longitudinal studies often incur several problems that challenge standard statistical methods for data analysis. These problems include non-ignorable missing data in longitudinal measurements of one or more response variables, informative observation times of longitudinal data, and survival analysis with intermittently measured time-dependent covariates that are subject to measurement error and/or substantial biological variation. Joint modeling of longitudinal and time-to-event data has emerged as a novel approach to handle these issues.

Joint Modeling of Longitudinal and Time-to-Event Data

provides a systematic introduction and review of state-of-the-art statistical methodology in this active research field. The methods are illustrated by real data examples from a wide range of clinical research topics. A collection of data sets and software for practical implementation of the joint modeling methodologies are available through the book website.

This book serves as a reference book for scientific investigators who need to analyze longitudinal and/or survival data, as well as researchers developing methodology in this field. It may also be used as a textbook for a graduate level course in biostatistics or statistics.

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

À propos de l?auteur

Robert Elashoff, Gang Li, Ning Li

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

Éditeur
Chapman & Hall/CRC
Date d'édition
2016
Langue
anglais
ISBN 10 
1439807825
ISBN 13 
9781439807828
Reliure
Relié
Numéro d'édition
1
Nombre de pages
241
Coordonnées du fabricant
non disponible
Personne responsable
gpsr@libri.de
gpsr@libri.de

Friedensallee 273
Hamburg
22763
Allemagne

Autres éditions populaires du même titre

9780367570576: Joint Modeling of Longitudinal and Time-to-Event Data

Edition présentée

ISBN 10 :  0367570572 ISBN 13 :  9780367570576
Editeur : Routledge, 2020
Couverture souple