Théorie de l'estimation fonctionnelle. Collection Economie et statistiques avancées. Série Ecole nationale de la statistique et de l'administration et du Centre d'études des programmes économiques, 1987. ,
Kernel estimation of density level sets, J. Multivariate Anal, vol.97, issue.4, p.9991023, 2006. ,
URL : https://hal.archives-ouvertes.fr/hal-00003898
Nonparametric estimation of regression level sets, Statistics, vol.29, issue.2, p.131160, 1997. ,
Density level sets: Asymptotics, inference, and visualization, Journal of the American Statistical Association, vol.112, issue.520, p.16841696, 2017. ,
Plug-in estimation of level sets in a non-compact setting with applications in multivariate risk theory, ESAIM Probab. Stat, vol.17, p.236256, 2013. ,
URL : https://hal.archives-ouvertes.fr/hal-00580624
Estimating covariate functions associated to multivariate risks: a level set approach, Metrika, vol.78, issue.5, p.497526, 2015. ,
URL : https://hal.archives-ouvertes.fr/hal-00800461
Bandwidth selection for kernel density estimators of multivariate level sets and highest density regions, Electron. J. Statist, vol.12, issue.2, p.43134376, 2018. ,
Uniform in bandwidth consistency of kernel-type function estimators, Ann. Statist, vol.33, issue.3, p.13801403, 2005. ,
, Measure theory and ne properties of functions. Textbooks in Mathematics, 2015.
Estimation of a convex density contour in two dimensions, J. Amer. Statist. Assoc, vol.82, issue.397, p.267270, 1987. ,
On concentration of probability, Combinatorics, Probability and Computing, vol.11, 1999. ,
Nonparametric estimation of regression level sets using kernel plug-in estimator, J. Korean Statist. Soc, vol.42, issue.3, p.301311, 2013. ,
Introduction to smooth manifolds, Graduate Texts in Mathematics, vol.218, 2003. ,
Asymptotic normality of plug-in level set estimates, Ann. Appl. Probab, vol.19, issue.3, p.11081142, 2009. ,
Estimation of regression contour clusters: an application of the excess mass approach to regression, Journal of multivariate analysis, vol.94, p.227249, 2005. ,
Asymptotics and optimal bandwidth selection for nonparametric estimation of density level sets, 2018. ,
Nonparametric estimation of surface integrals on level sets, 2019. ,
Regression level set estimation via cost-sensitive classication, IEEE Trans. Signal Process, vol.55, issue.6, p.27522757, 2007. ,
On nonparametric estimation of density level sets, Ann. Statist, vol.25, issue.3, p.948969, 1997. ,
Minimax optimal level-set estimation, IEEE Trans. Image Process, vol.16, issue.12, p.29652979, 2007. ,