Modeling Discrete Time-to-Event Data
Author:   Gerhard Tutz ,  Matthias Schmid
Publisher:   Springer International Publishing AG
Edition:   1st ed. 2016
ISBN:  

9783319281568


Pages:   247
Publication Date:   22 June 2016
Format:   Hardback
Availability:   Manufactured on demand   Availability explained
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Modeling Discrete Time-to-Event Data


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Full Product Details

Author:   Gerhard Tutz ,  Matthias Schmid
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
Edition:   1st ed. 2016
Dimensions:   Width: 15.50cm , Height: 1.60cm , Length: 23.50cm
Weight:   5.148kg
ISBN:  

9783319281568


ISBN 10:   3319281569
Pages:   247
Publication Date:   22 June 2016
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

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.

Reviews

Modeling Discrete Time-to-Event Data provides an excellent overview of a field that is underrepresented in the literature. At what it aims to do, striking a balance between theory and practice, this book does a great job. Its readers will understand not only what to do, but also how to do it. I believe that this book can easily find a place on the shelf of statisticians who have an interest in survival analysis. (Theodor Adrian Balan, Biometrical Journal, Vol. 61 (1), January, 2019)


Author Information

Gerhard Tutz is a professor of statistics at the Department of Statistics at the University of Munich. He has published several books with Springer.Matthias Schmid is a professor of Medical Biometry, Informatics and Epidemiology at the University of Bonn. He received his diploma (2004) and his Ph.D. (2007) in statistics at the University of Munich and his habilitation (2012) in biostatistics at the University of Erlangen. Before working in Bonn, he was professor of computational statistics at the Department of Statistics at the University of Munich (2013-2014).

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