P. Artzner, F. Delbaen, J. M. Eber, and D. Heath, Coherent Measures of Risk, Mathematical Finance, vol.9, issue.3, pp.203-228, 1999.
DOI : 10.1111/1467-9965.00068

A. Daouia, L. Gardes, S. Girard, and A. Lekina, Kernel estimators of extreme level curves, TEST, vol.73, issue.2, pp.311-333, 2011.
DOI : 10.1007/s11749-010-0196-0

URL : https://hal.archives-ouvertes.fr/inria-00393588

L. Gardes and S. Girard, A moving window approach for nonparametric estimation of the conditional tail index, Journal of Multivariate Analysis, vol.99, issue.10, pp.2368-2388, 2008.
DOI : 10.1016/j.jmva.2008.02.023

URL : https://hal.archives-ouvertes.fr/inria-00124637

P. Jorion, Value at risk: the new benchmark for managing financial risk, 2007.

E. Parzen, On Estimation of a Probability Density Function and Mode, The Annals of Mathematical Statistics, vol.33, issue.3, pp.1076-1109, 1962.
DOI : 10.1214/aoms/1177704472

R. T. Rockafellar and S. Uryasev, Optimization of conditional value-at-risk, The Journal of Risk, vol.2, issue.3, pp.21-42, 2000.
DOI : 10.21314/JOR.2000.038

M. Rosenblatt, Remarks on some nonparametric estimates of a density function. The Annals of Mathematical Statistics, pp.832-837, 1956.

E. A. Valdez, Tail conditional variance for elliptically contoured distributions, Belgian Actuarial Bulletin, vol.5, pp.26-36, 2005.

I. Weissman, Estimation of parameters and large quantiles based on the k largest observations, Journal of the American Statistical Association, vol.73, pp.812-815, 1978.