Use and Extension of Count Data Models in the Determination of Relevant Factors for Claims in the Automobile Insurance Sector
Using real, Spanish data, different specifications of zero-inflated models are provided in this paper to estimate the number of accidents declared by policyholders. These count data models seem to be the most appropriate solutions to study this question. Our work is completed with the estimations of the number of clients that do not declare their actual accidents and the number of these accidents. The analysis of all these factors could become useful for insurers to improve their efficiency. We conclude with a final theoretical discussion on the possible advantages given by other alternative models, like the so-called thinned models.
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Boyer, Marcel & Dionne, Georges, 1989. "An Empirical Analysis of Moral Hazard and Experience Rating," The Review of Economics and Statistics, MIT Press, vol. 71(1), pages 128-34, February.
- Chiappori, Pierre-Andre & Salanie, Bernard, 1997. "Empirical contract theory: The case of insurance data," European Economic Review, Elsevier, vol. 41(3-5), pages 943-950, April.
- Jean Pinquet & Pierre-André Chiappori & Jaap Abbring & James J Heckman, 2003.
"Adverse selection and moral hazard in insurance: can dynamic data help to distinguish?,"
- Jaap H. Abbring & James J. Heckman & Pierre-André Chiappori & Jean Pinquet, 2003. "Adverse Selection and Moral Hazard In Insurance: Can Dynamic Data Help to Distinguish?," Journal of the European Economic Association, MIT Press, vol. 1(2-3), pages 512-521, 04/05.
- Vuong, Quang H, 1989. "Likelihood Ratio Tests for Model Selection and Non-nested Hypotheses," Econometrica, Econometric Society, vol. 57(2), pages 307-33, March.
- Dionne, G., 1998.
"La mesure empirique des problemes d'information,"
9833, Paris X - Nanterre, U.F.R. de Sc. Ec. Gest. Maths Infor..
- Puelz, Robert & Snow, Arthur, 1994. "Evidence on Adverse Selection: Equilibrium Signaling and Cross-Subsidization in the Insurance Market," Journal of Political Economy, University of Chicago Press, vol. 102(2), pages 236-57, April.
- Georges Dionne & Christian Gourieroux & Charles Vanasse, 1998.
"Evidence of Adverse Selection in Automobile Insurance Markets,"
98-24, Centre de Recherche en Economie et Statistique.
- G. Dionne & C. Gouriéroux & C. Vanasse, 1998. "Evidence of adverse selection in automobile insurance markets," THEMA Working Papers 98-22, THEMA (THéorie Economique, Modélisation et Applications), Université de Cergy-Pontoise.
- Dionne, G. & Gourieroux, C. & Vanasse, C., 1998. "Evidence of Adverse Selection in Automobile Insurance Markets," Papers 9822, Paris X - Nanterre, U.F.R. de Sc. Ec. Gest. Maths Infor..
- Dionne, G. & Gourieroux, C. & Vanasse, C., 1998. "Evidence of Adverse Selection in Automobile Insurance Markets," Ecole des Hautes Etudes Commerciales de Montreal- 98-09, Ecole des Hautes Etudes Commerciales de Montreal-Chaire de gestion des risques..
- Cameron, A Colin & Trivedi, Pravin K, 1986. "Econometric Models Based on Count Data: Comparisons and Applications of Some Estimators and Tests," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 1(1), pages 29-53, January.
- Alma Cohen, 2005. "Asymmetric Information and Learning: Evidence from the Automobile Insurance Market," The Review of Economics and Statistics, MIT Press, vol. 87(2), pages 197-207, May.
- Didier Richaudeau, 1999. "Automobile Insurance Contracts and Risk of Accident: An Empirical Test Using French Individual Data," The Geneva Risk and Insurance Review, Palgrave Macmillan, vol. 24(1), pages 97-114, June.
When requesting a correction, please mention this item's handle: RePEc:ers:journl:v:xiii:y:2010:i:4:p:119-138. See general information about how to correct material in RePEc.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Eleni Giannakopoulou)
If references are entirely missing, you can add them using this form.