, ontétenduontétendu ces résultats pour une présentation détaillée de la litérature concernant l'estimation dans ces modèles non-paramétriques) sont proposées de nouvelles méthodes d'estimation pour le modèle de régression avec données censurées, comme le seuillage d'ondelettes et la selection de modèle, nous, 1972.
, Statistical models based on counting processes, 1993.
DOI : 10.1007/978-1-4612-4348-9
, Density and hazard rate estimation for right-censored data by using wavelet methods, Journal of the Royal Statistical Society: Series B (Statistical Methodology), vol.61, issue.1, pp.61-63, 1999.
DOI : 10.1111/1467-9868.00163
, Estimating the intensity of a random measure by histogram type estimators, Probability Theory and Related Fields, vol.15, issue.1-2, p.608663, 2008.
DOI : 10.1007/s00440-007-0126-6
URL : https://hal.archives-ouvertes.fr/hal-00340266
, Nonparametric regression with randomly censored survival data, 1981.
, Penalized contrast estimation of density and hazard rate with censored data. Sankhy¯ a, pp.441-475, 2005.
, Adaptive estimation of the conditional density in presence of censoring, 2007.
URL : https://hal.archives-ouvertes.fr/hal-00152794
, Adaptive estimation of the conditional intensity of marker-dependent counting processes, Annales de l'Institut Henri Poincar??, Probabilit??s et Statistiques, vol.47, issue.4, 2008.
DOI : 10.1214/10-AIHP386
URL : https://hal.archives-ouvertes.fr/hal-00333356
, Regression models and life-tables With discussion by F, J. Roy. Statist. Soc. Ser. B, vol.34, pp.187-220, 1972.
, On the mathematical foundations of learning, Bulletin of the American Mathematical Society, vol.39, issue.01, pp.39-40, 2002.
DOI : 10.1090/S0273-0979-01-00923-5
, Nonparametric regression with censored survival time data, Scand. J. Statist, vol.14, pp.181-197, 1987.
, Least squares cross-validation for counting process intensities, Scand. J. Statist, vol.20, pp.343-360, 1993.
, model, The Annals of Statistics, vol.27, issue.5, pp.1536-1563, 1999.
DOI : 10.1214/aos/1017939141
URL : https://hal.archives-ouvertes.fr/hal-01094273
, Statistical analysis of counting processes, Lecture Notes in Statistics, vol.12, 1982.
DOI : 10.1007/978-1-4684-6275-3
, An Approach to Nonparametric Regression for Life History Data Using Local Linear Fitting, The Annals of Statistics, vol.23, issue.3, pp.787-823, 1995.
DOI : 10.1214/aos/1176324623
, Estimating multiplicative and additive hazard functions by kernel methods, Ann. Statist, vol.31, pp.464-492, 2003.
, Concentration inequalities and model selection, Lectures from the 33rd Summer School on Probability Theory held in Saint-Flour, 2003.
, Inference for a Nonlinear Counting Process Regression Model, The Annals of Statistics, vol.18, issue.3, pp.1172-1187, 1990.
DOI : 10.1214/aos/1176347745
, A Central Limit Theorem Under Metric Entropy with $L_2$ Bracketing, The Annals of Probability, vol.15, issue.3, pp.897-919, 1987.
DOI : 10.1214/aop/1176992072
, Smoothing Counting Process Intensities by Means of Kernel Functions, The Annals of Statistics, vol.11, issue.2, pp.453-466, 1983.
DOI : 10.1214/aos/1176346152
, Adaptive estimation of the intensity of inhomogeneous Poisson processes via concentration inequalities. Probab. Theory Related Fields, pp.126-103, 2003.
, Penalized projection estimators of the Aalen multiplicative intensity, Bernoulli, vol.12, issue.4, pp.633-661, 2006.
DOI : 10.3150/bj/1155735930
, Adaptive thresholding estimation of a poisson intensity with infinite support, Tech. rep, 2008.
URL : https://hal.archives-ouvertes.fr/hal-00211088
, Conditional Empirical Processes, The Annals of Statistics, vol.14, issue.2, pp.638-647, 1986.
DOI : 10.1214/aos/1176349943
, The generic chaining Upper and lower bounds of stochastic processes, 2005.