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Analysis of Multivariate Survival Data

Analysis of Multivariate Survival Data
  • Author: Philip Hougaard
  • Publisher: Springer
  • ISBN: 1461270871
  • Page: 542
  • View: 171

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.

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.


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Analysis of Multivariate Survival Data
Language: en
Pages: 542
Authors: Philip Hougaard
Categories: Mathematics
Type: BOOK - Published: 2012-09-27 - Publisher: Springer

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
Analysis of Multivariate Survival Data
Language: en
Pages: 542
Authors: Philip Hougaard
Categories: Mathematics
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

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
Analysis of Multivariate Survival Data from Longitudinal Epidemiological Studies
Language: en
Pages: 162
Authors: Henrik Jensen
Categories: Mathematics
Type: BOOK - Published: 2002 - Publisher:

Books about Analysis of Multivariate Survival Data from Longitudinal Epidemiological Studies
Multivariate Survival Analysis and Competing Risks
Language: en
Pages: 418
Authors: Martin J. Crowder
Categories: Mathematics
Type: BOOK - Published: 2012-04-17 - Publisher: CRC Press

Multivariate Survival Analysis and Competing Risks introduces univariate survival analysis and extends it to the multivariate case. It covers competing risks and counting processes and provides many real-world examples, exercises, and R code. The text discusses survival data, survival distributions, frailty models, parametric methods, multivariate
Statistical Modelling of Survival Data with Random Effects
Language: en
Pages: 283
Authors: Il Do Ha, Jong-Hyeon Jeong, Youngjo Lee
Categories: Mathematics
Type: BOOK - Published: 2018-01-02 - Publisher: Springer

This book provides a groundbreaking introduction to the likelihood inference for correlated survival data via the hierarchical (or h-) likelihood in order to obtain the (marginal) likelihood and to address the computational difficulties in inferences and extensions. The approach presented in the book overcomes shortcomings in the traditional likelihood-based methods