• Corpus ID: 15799127

Survival analysis methods in Insurance Applications in car insurance contracts

@inproceedings{Oulidi2010SurvivalAM,
  title={Survival analysis methods in Insurance Applications in car insurance contracts},
  author={Abder Oulidi and Jean-Marie Marion and Herv{\'e} Ganachaud},
  year={2010}
}
In this work, we are interested in survival models and their applications on actuarial problems. We particularly study the Cox model and Aalen model which allow covariate effects to vary with time (time dependant covariates); this allows to obtain more precise results on the lifespan of cars insurance. We are interested in the relationship between lifespan of contracts and some predictive covariates. For example, the “Bonus-Malus” is a covariate influencing contracts and we noticed that the… 
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References

SHOWING 1-10 OF 11 REFERENCES
Survival analysis.
TLDR
A key feature of all methods of survival analysis is the ability to handle right censoring, a phenomenon that is almost always present in longitudinal data.
Nonparametric Estimation from Incomplete Observations
Abstract In lifetesting, medical follow-up, and other fields the observation of the time of occurrence of the event of interest (called a death) may be prevented for some of the items of the sample
The Statistical Analysis of Failure Time Data
TLDR
This book complements the other references well, and merits a place on the bookshelf of anyone concerned with the analysis of lifetime data from any Ž eld.
Modèles de durée - Applications actuarielles
Les modeles de duree constituent un outil utilise dans de nombreux domaines de l'assurance : duree de la vie humaine, duree de l'arret de travail, duree de chomage, mais aussi duree d'attente entre
Modeling Survival Data
  • E. Melnick
  • Medicine, Computer Science
    International Encyclopedia of Statistical Science
  • 2011
Analysis of survival data, London, Edition
  • 1984
Survival analysis, Marketing Research
  • Survival analysis, Marketing Research
  • 1996
Analyse statistique des durées de vie: Modélisation et données censurées
  • Analyse statistique des durées de vie: Modélisation et données censurées
  • 1989
...
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