Event history analysis with R /

With an emphasis on social science applications, Event History Analysis with R presents an introduction to survival and event history analysis using real-life examples. Keeping mathematical details to a minimum, the book covers key topics, including both discrete and continuous time data, parametric...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Broström, Göran
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Boca Raton, FL : CRC Press, [2012]
Colección:Chapman & Hall/CRC the R series (CRC Press)
Temas:
Event history analysis.
R (Computer program language)
Social sciences > Statistical methods.
Regression analysis.
Statistics.
Regression Analysis
Statistics as Topic
Événement.
R (Langage de programmation)
Sciences sociales > Méthodes statistiques.
Analyse de régression.
Statistiques.
SOCIAL SCIENCE > Demography.
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)
Tabla de Contenidos:
  • 1. Event history and survival data
  • 2. Single sample data
  • 3. Cox regression
  • 4. Poisson regression
  • 5. More on Cox regression
  • 6. Parametric models
  • 7. Multivariate survival models
  • 8. Competing risks models
  • 9. Causality and matching
  • A. Basic statistical concepts
  • B. Survival distributions
  • C.A brief introduction to R
  • D. Survival packages in R.

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