Analysis of Multivariate Survival Data

Analysis of Multivariate Survival Data
Author: Philip Hougaard
Publisher: Springer
Total Pages: 0
Release: 2012-09-27
Genre: Mathematics
ISBN: 9781461270874

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Survival data or more general time-to-event data occur in many areas, including medicine, biology, engineering, economics, and demography, but previously standard methods have requested that all time variables are univariate and independent. This book extends the field by allowing for multivariate times. As the field is rather new, the concepts and the possible types of data are described in detail. Four different approaches to the analysis of such data are presented from an applied point of view.


Multivariate Survival Analysis and Competing Risks
Language: en
Pages: 402
Authors: Martin J. Crowder
Categories: Mathematics
Type: BOOK - Published: 2012-04-17 - Publisher: CRC Press

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Multivariate Survival Analysis and Competing Risks introduces univariate survival analysis and extends it to the multivariate case. It covers competing risks an
Analysis of Multivariate Survival Data
Language: en
Pages: 559
Authors: Philip Hougaard
Categories: Mathematics
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

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Survival data or more general time-to-event data occur in many areas, including medicine, biology, engineering, economics, and demography, but previously standa
Classical Competing Risks
Language: en
Pages: 201
Authors: Martin J. Crowder
Categories: Mathematics
Type: BOOK - Published: 2001-05-11 - Publisher: CRC Press

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If something can fail, it can often fail in one of several ways and sometimes in more than one way at a time. There is always some cause of failure, and almost
Competing Risks and Multistate Models with R
Language: en
Pages: 249
Authors: Jan Beyersmann
Categories: Mathematics
Type: BOOK - Published: 2011-11-18 - Publisher: Springer Science & Business Media

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This book covers competing risks and multistate models, sometimes summarized as event history analysis. These models generalize the analysis of time to a single
Data Analysis with Competing Risks and Intermediate States
Language: en
Pages: 278
Authors: Ronald B. Geskus
Categories: Mathematics
Type: BOOK - Published: 2015-07-14 - Publisher: CRC Press

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Data Analysis with Competing Risks and Intermediate States explains when and how to use models and techniques for the analysis of competing risks and intermedia