Competing Risks and Multistate Models with R

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...

Descripción completa

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Beyersmann, Jan (Autor), Allignol, Arthur (Autor), Schumacher, Martin (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: New York, NY : Springer New York : Imprint: Springer, 2012.
Edición:1st ed. 2012.
Colección:Use R!,
Temas:
Statistics .
Statistical Theory and Methods.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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.

Ejemplares similares