Commenges / Jacqmin-Gadda Dynamical Biostatistical Models

Erscheinungsjahr 2015
ISBN: 978-1-4987-2968-0
Verlag: CRC Press
Format: PDF
Kopierschutz: Adobe DRM (»Systemvoraussetzungen)

E-Book, Englisch, 408 Seiten

Reihe: Chapman & Hall/CRC Biostatistics Series

In the development of statistics, models for the analysis of longitudinal data took a particularly important place, especially in biostatistics. This book describes methods available for applied statisticians. It will be a tool for teaching of biostatistics and a reference for students in biostatistics or epidemiology, and will also be useful to statisticians engaged in data analysis. This book is not an encyclopedia; with the exception of a chapter summarizing the main results of statistical inference and a chapter which recalls the main regression models, it focuses on repeated measures of quantitative or qualitative variables and events history including survival and multistate models.

Autoren/Hrsg.

Commenges, Daniel

Jacqmin-Gadda, Helene

Fachgebiete

• Medizin | Veterinärmedizin Medizin | Public Health | Pharmazie | Zahnmedizin Medizin, Gesundheitswesen Epidemiologie, Medizinische Statistik
• Mathematik | Informatik Mathematik Stochastik

Inhaltsverzeichnis

Introduction. Inference. Analysis of survival data. Models for longitudinal data. Extension of mixed models. Advanced survival models. Multistate models. Joint models for longitudinal and time to event data. Appendices: Software.