Jan Beyersmann,
Arthur Allignol,
Martin Schumacher
Competing Risks and Multistate Models with R
Paperback Engels 2011 2012e druk 9781461420347Levertijd ongeveer 9 werkdagen
Gratis verzonden
Samenvatting
This book covers competing risks and multistate models, sometimes summarized as event history analysis. These models generalize the analysis of time to a single event (survival analysis) to analysing the timing of distinct terminal events (competing risks) and possible intermediate events (multistate models). Both R and multistate methods are promoted with a focus on nonparametric methods.
Specificaties
ISBN13:9781461420347
Taal:Engels
Bindwijze:paperback
Aantal pagina's:245
Uitgever:Springer New York
Druk:2012
Serie:Use R!
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Inhoudsopgave
Data examples.- An informal introduction to hazard-based analyses.- Competing risks.- Multistate modelling of competing risks.- Nonparametric estimation.- Proportional hazards models.- Nonparametric hypothesis testing.- Further topics in competing risks.- Multistate models and their connection to competing risks.- Nonparametric estimation.- Proportional transition hazards models.- Time-dependent covariates and multistate models.- Further topics in multistate modeling.
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