Modeling Discrete Time-to-Event Data

• Κύριοι συγγραφείς: Tutz, Gerhard (Συγγραφέας), Schmid, Matthias (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2016.
• Σειρά: Springer Series in Statistics,
• Θέματα: Statistics.; Statistical Theory and Methods.; Statistics for Life Sciences, Medicine, Health Sciences.; Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law.; Statistics and Computing/Statistics Programs.

This book focuses on statistical methods for the analysis of discrete failure times. Failure time analysis is one of the most important fields in statistical research, with applications affecting a wide range of disciplines, in particular, demography, econometrics, epidemiology and clinical research...

Πίνακας περιεχομένων:

• Introduction
• The Life Table
• Basic Regression Models
• Evaluation and Model Choice
• Nonparametric Modelling and Smooth Effects
• Tree-Based Approaches
• High-Dimensional Models - Structuring and Selection of Predictors
• Competing Risks Models
• Multiple-Spell Analysis
• Frailty Models and Heterogeneity
• Multiple-Spell Analysis
• List of Examples
• Bibliography
• Subject Index
• Author Index.