Competing Risks and Multistate Models with R

• Κύριοι συγγραφείς: Beyersmann, Jan (Συγγραφέας), Allignol, Arthur (Συγγραφέας), Schumacher, Martin (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: New York, NY : Springer New York, 2012.
• Σειρά: Use R!
• Θέματα: Statistics.; Statistical Theory and Methods.

Competing Risks and Multistate Models with R covers models that generalize the analysis of time to a single event (survival analysis) to analyzing the timing of distinct terminal events (competing risks) and possible intermediate events (multistate models). Both R and multistate methods are promoted...

Πίνακας περιεχομένων:

• 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.