Publications

2018 K. Bertin, S. El Kolei and N. Klutchnikoff, Adaptive density estimation on bounded domains, Aceptado en “Annales de l’institut Henri Poincarré: Probabilités et Statistiques”.
2018 M. Baragatti, K. Bertin, E. Lebarbier & C. Meza, A Bayesian approach for the segmentation of series with a functional effect. Statistical Modelling.
2017 “Pointwise Adaptive Estimation of the Marginal Density of a Weakly Dependent Process”. Journal of Statistical Planning and Inference“. 187 115-129 (with Nicolas Klutchnikoff).
2017 “Semi-parametric segmentation of multiple series using a DP-Lasso strategy“. Journal of Statistical Computation and Simulation. p 1255-1268 (with Collilieux, X., Lebarbier, E. and Meza C.)
2016 “Adaptive pointwise estimation of conditional density function“. Les Annales de l’IHP, Probabilités et Statistique. 187 p 939-980. (with Lacour C. and Rivoirard V. ).
2014 “Adaptive Estimation of a Density Function Using Beta Kernels“. ESAIM Probabilité et Statistiques. Volume 18, p 400-417(with Nicolas Klutchnikoff).
2014 “Lasso-type estimators for Semiparametric Nonlinear Mixed-Effects Models Estimation“. Statistics and Computing. 24 p 443-460 (with Arribas A., Meza C. and Rivoirard V.).
2013 “Generalized Birnbaum-Saunders kernel density estimators and an analysis of financial data“. Computational Statistics and Data Analysis. 63 p 1-15. (with Leiva, V., Marchant, C. and Saulo H.)
2011 “Minimax properties of beta kernel estimators“. Journal of Statistical Planning and Inference. 141(7), p 2287-2297 (with Nicolas Klutchnikoff).
2011 “Drift parameter estimation in fractional diffusions driven by perturbed random walk“. Statistics and Probability letters. 81(2) p 243-249 (with Soledad Torres and Ciprian Tudor).
2011 “Adaptive Dantzig density estimation“. Annales de l’institut Henri Poincarre. 47(1) p 43-74 (con Erwan Le Pennec and Vincent Rivoirard).
2011 “Maximum likelihood estimators and random walks in long-memory models“. Statistics. 45(4), p 361-374. (with Soledad Torres and Ciprian Tudor).
2009 “Maxiset in sup-norm for kernel estimators“. Test 18(3) p 475-496 (with Vincent Rivoirard).
2009 “Asymptotic normality of the Nadaraya-Watson estimator for non-stationary functional data and applications to telecommunications“. “Journal of non parametric statistics”. 21(5), p 535-551 (con Laura Aspirot with Gonzalo perera).
2008 “Selection of variables and dimension reduction in high-dimensional non-parametric regression.” Electronic Journal of Statistics, Vol. 2, pp. 1224-1241. 2008. (with Guillaume Lecue) .
2005 “Sharp adaptive estimation in sup-norm for d-dimensional Holder classes“. “Mathematical Methods of Statistics”. 14 (3), p 267-298.
2004 “Asymptotically exact minimax estimation in sup-norm for anisotropic Holder classes“. “Bernoulli” n. 10 (5), p 873-888.
2004 “Minimax exact constant in sup-norm for nonparametric regression function with random design“, “Journal of Statistical Planning and Inference” n. 123 (2): 225-242.
2004 “Estimation asymptotiquement exacte en norme sup de fonctions multidimensionnelles“. Tesis de doctorado del Laboratorio de Probabilidades y Modelos Aleatorios de la Universidad Paris VI, defendida el 23 de noviembre 2004.