Philip Hougaard
Springer New York
0e druk, 2012
9781461270874
Analysis of Multivariate Survival Data
Specificaties
Paperback, 542 blz.
|
Engels
Springer New York |
0e druk, 2012
ISBN13: 9781461270874
Rubricering
Onderdeel van serie
Statistics for Biology and Health
Verwachte levertijd ongeveer 8 werkdagen
Samenvatting
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.
Specificaties
ISBN13:9781461270874
Taal:Engels
Bindwijze:paperback
Aantal pagina's:542
Uitgever:Springer New York
Druk:0
Inhoudsopgave
Introduction * Univariate Survival Data * Dependence Structures * Bivariate Dependence Measures * Probability Aspects of Multi-state Models * Statistical Inference for Multi-state Models * Shared Frailty Models * Statistical Inference for Shared Frailty Models * Shared Frailty Models for Recurrent Events * Multivariate Frailty Models * Instantaneous and Short-term Frailty Models * Competing Risks Models * Marginal and Copula Modelling * Multivariate Non-Parametric Estimates * Summary