N. H. Bingham, C. M. Goldie, and J. L. Teugels, Regular Variation, 1987.
DOI : 10.1017/CBO9780511721434

G. Collomb, Estimation non paramétrique de la régression par la méthode du noyau, 1976.

A. Daouia, L. Gardes, S. Girard, and A. Lekina, Kernel estimators of extreme level curves, TEST, vol.73, issue.2, 2010.
DOI : 10.1007/s11749-010-0196-0

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

L. Gardes, S. Girard, and A. Lekina, Functional nonparametric estimation of conditional extreme quantiles, Journal of Multivariate Analysis, vol.101, issue.2, pp.419-433, 2010.
DOI : 10.1016/j.jmva.2009.06.007

URL : https://hal.archives-ouvertes.fr/hal-00289996

B. M. Hill, A Simple General Approach to Inference About the Tail of a Distribution, The Annals of Statistics, vol.3, issue.5, pp.1163-1174, 1975.
DOI : 10.1214/aos/1176343247

J. Pickands, Statistical inference using extreme order statistics, Annals of Statistics, vol.3, pp.119-131, 1975.

Q. Yao, Conditional predictive regions for stochastic processes, 1999.