Regression with response distributions of Pareto-type, Computational Statistics & Data Analysis, vol.42, issue.4, pp.595-619, 2003. ,
DOI : 10.1016/S0167-9473(02)00120-2
Local polynomial maximum likelihood estimation for Pareto-type distributions, Journal of Multivariate Analysis, vol.89, issue.1, pp.97-118, 2004. ,
DOI : 10.1016/S0047-259X(03)00125-8
Gaussian Regularized Sliced Inverse Regression, Statistics and Computing, vol.5, issue.22, pp.85-98, 2008. ,
DOI : 10.1007/s11222-008-9073-z
URL : https://hal.archives-ouvertes.fr/inria-00180458
Retrieval of Mars surface physical properties from OMEGA hyperspectral images using regularized sliced inverse regression, Journal of Geophysical Research, vol.20, issue.2, 2009. ,
DOI : 10.1029/2008JE003171
URL : https://hal.archives-ouvertes.fr/inria-00276116
Regular variation , Encyclopedia of Mathematics and its Applications, 1987. ,
Linear processes in function spaces, Lecture Notes in Statistics, vol.149, 2000. ,
DOI : 10.1007/978-1-4612-1154-9
Generalized additive modelling of sample extremes, Journal of the Royal Statistical Society: Series C (Applied Statistics), vol.51, issue.1, pp.207-222, 2005. ,
DOI : 10.1016/0304-4076(82)90100-2
Local likelihood smoothing of sample extremes, Journal of the Royal Statistical Society: Series B (Statistical Methodology), vol.62, issue.1, pp.191-208, 2000. ,
DOI : 10.1111/1467-9868.00228
Models for exceedances over high thresholds, Journal of the Royal Statistical Society, series B, vol.52, pp.393-442, 1990. ,
Bias-reduced extreme quantile estimators of Weibull tail-distributions, Journal of Statistical Planning and Inference, vol.138, issue.5, pp.1389-1401, 2008. ,
DOI : 10.1016/j.jspi.2007.04.025
On the Estimation of the Extreme-Value Index and Large Quantile Estimation, The Annals of Statistics, vol.17, issue.4, pp.1795-1832, 1989. ,
DOI : 10.1214/aos/1176347396
How to make a Hill plot, The Annals of Statistics, vol.28, issue.1, pp.254-274, 2000. ,
DOI : 10.1214/aos/1016120372
Modelling extremal events, 1997. ,
DOI : 10.1007/978-3-642-33483-2
Laws of small numbers: Extremes and rare events, 2004. ,
Estimating some characteristics of the conditional distribution in nonparametric functional models, Statistical Inference for Stochastic Processes, pp.47-76, 2006. ,
The functional nonparametric model and application to spectrometric data, Computational Statistics, vol.17, issue.4, pp.545-564, 2002. ,
DOI : 10.1007/s001800200126
Nonparametric Functional Data Analysis: Theory and Practice, 2006. ,
A note on the asymptotic behavior of conditional extremes, Statistics and Probability Letters, pp.163-170, 1995. ,
Estimating extreme quantiles of Weibull tail-distributions, Communication in Statistics -Theory and Methods, pp.1065-1080, 2005. ,
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
Slow variation and the characterization of domains of attraction, Statistical extremes and applications, pp.31-48, 1984. ,
Nonparametric analysis of temporal trend when fitting parametric models to extreme-value data, Statistical Science, vol.15, pp.153-167, 2000. ,
Canonical correlation analysis when the data are curves, Journal of the Royal Statistical Society Series B, vol.55, pp.725-740, 1993. ,
Functional Data Analysis, 1997. ,
Applied functional Data Analysis, 2002. ,
Statistical analysis of extreme values, 2001. ,
DOI : 10.1007/978-3-0348-6336-0
Extreme Value Analysis of Environmental Time Series: An Application to Trend Detection in Ground-Level Ozone, Statistical Science, vol.4, issue.4, pp.367-393, 1989. ,
DOI : 10.1214/ss/1177012400
Estimation of parameters and large quantiles based on the k largest observations, Journal of the American Statistical Association, vol.73, pp.812-815, 1978. ,