Modeling Survival Data: Extending the Cox Model

Modeling Survival Data: Extending the Cox Model
Author: Terry M. Therneau
Publisher: Springer Science & Business Media
Total Pages: 356
Release: 2013-11-11
Genre: Mathematics
ISBN: 1475732945

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This book is for statistical practitioners, particularly those who design and analyze studies for survival and event history data. Building on recent developments motivated by counting process and martingale theory, it shows the reader how to extend the Cox model to analyze multiple/correlated event data using marginal and random effects. The focus is on actual data examples, the analysis and interpretation of results, and computation. The book shows how these new methods can be implemented in SAS and S-Plus, including computer code, worked examples, and data sets.


Modeling Survival Data: Extending the Cox Model
Language: en
Pages: 356
Authors: Terry M. Therneau
Categories: Mathematics
Type: BOOK - Published: 2013-11-11 - Publisher: Springer Science & Business Media

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This book is for statistical practitioners, particularly those who design and analyze studies for survival and event history data. Building on recent developmen
Modeling Survival Data Using Frailty Models
Language: en
Pages: 307
Authors: David D. Hanagal
Categories: Medical
Type: BOOK - Published: 2019-11-16 - Publisher: Springer Nature

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This book presents the basic concepts of survival analysis and frailty models, covering both fundamental and advanced topics. It focuses on applications of stat
Modelling Survival Data in Medical Research
Language: en
Pages: 538
Authors: David Collett
Categories: Mathematics
Type: BOOK - Published: 2015-05-04 - Publisher: CRC Press

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Modelling Survival Data in Medical Research describes the modelling approach to the analysis of survival data using a wide range of examples from biomedical res
Dynamic Regression Models for Survival Data
Language: en
Pages: 471
Authors: Torben Martinussen
Categories: Medical
Type: BOOK - Published: 2007-11-24 - Publisher: Springer Science & Business Media

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This book studies and applies modern flexible regression models for survival data with a special focus on extensions of the Cox model and alternative models wit
Applied Survival Analysis
Language: en
Pages: 285
Authors: David W. Hosmer, Jr.
Categories: Mathematics
Type: BOOK - Published: 2011-09-23 - Publisher: John Wiley & Sons

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THE MOST PRACTICAL, UP-TO-DATE GUIDE TO MODELLING AND ANALYZING TIME-TO-EVENT DATA—NOW IN A VALUABLE NEW EDITION Since publication of the first edition nearly