Preprints:
R. Abergel, F. Comte, C. Duval and C. Pouchol. Estimating the intensity of a filtered Poisson point process on R. hal-05084273.
C. Duval and E. Schmisser. Adaptation to inhomogeneous smoothness for densities with irregularities. arXiv:2407.10673
C. Duval, T. Jalal, E. Mariucci. Nonparametric density estimation for the small jumps of Lévy processes. arXiv:2404.09725.
C. Duval, T. Jalal, E. Mariucci. Adaptive minimax estimation for discretely observed Lévy processes. arXiv:2411.00253.
Published and accepted papers:
E. Brunel, F. Comte and C. Duval. Nonparametric estimation for additive concurrent regression models Hal-04600808. To appear in Bernoulli.
S. Ammous, J. Dedecker and C. Duval. Adaptive directional estimator of the density in R^d for independent and mixing sequences. arXiv:2305.13572. To appear in Journal of Multivariate Analysis.
R. Cotsakis, E. Di Bernardino and C. Duval. Surface area and volume of excursion sets observed on point cloud based polytopic tessellations. Ann. Appl. Probab. 34(3): 3093-3124 (2024).
F. Comte and C. Duval. Should we estimate a product of density functions by a product of estimators ? Electron. J. Statist. 17(1): 198-242 (2023).
C. Duval, E. Luçon, and C. Pouzat. Interacting Hawkes processes with multiplicative inhibition. Stochastic Processes and their Applications, 148, 180-226 (2022).
C. Duval and E. Mariucci. Non-asymptotic control of the cumulative distribution function of Lévy processes. Journal of Advances in Probability, 54, 3, 913 - 944 (2022).
E. Di Bernardino and C. Duval.Statistics for Gaussian Random Fields with Unknown Location and Scale using Lipschitz-Killing Curvatures. Scandinavian Journal of Statistics, 49, 143-184, (2022).
A. Carpentier, C. Duval and E. Mariucci. Total variation distance for discretely observed Lévy processes: a Gaussian approximation of the small jumps. Ann. Inst. H. Poincaré Probab. Statist. 57(2): 901-939 (2021).
C. Duval and E. Mariucci. Spectral-free estimation of Lévy densities in high-frequency regime. Bernoulli, 27, 4, 2649-2674 (2021).
F. Comte, C. Duval and O. Sacko. Optimal adaptive estimation on R or R+ of the derivatives of a density. Mathematical Methods of Statistics, 29, 1, 1-31 (2020).
C. Duval and J. Kappus. Adaptive procedure for Fourier estimators: application to deconvolution and decompounding. Electron. J. Statist. vol 13, 3424-3452, (2019).
H. Biermé, E. Di Bernardino, C. Duval and A. Estrade. Lipschitz-Killing curvatures of excursion sets for two dimensional random fields. Electron. J. Statist. vol 13, 536-581, (2019).
F. Comte and C. Duval. Nonparametric estimation of the interarrival distribution of a renewal process. Scandinavian Journal of Statistics, 45, 164-193, (2018).
C. Duval and J. Kappus. Nonparametric adaptive estimation for grouped data, Journal of Statistical Planning and Inference, 182, 12–28 (2017).
C. Duval. A note on a fixed point method for deconvolution, Statistics, 51, 347-362 (2017).
F. Comte, C. Duval, V. Genon-Catalot and J. Kappus. Estimation of the jump size density in a mixed compound Poisson process, Scandinavian Journal of Statistics, 42, n°4, 1023-1044 (2015).
C. Duval. When is it no longer possible to estimate a compound Poisson process? Electronic Journal of Statistics, 8, 274-301 (2014).
F. Comte, C. Duval and V. Genon-Catalot. Nonparametric density estimation in compound Poisson process using convolution power estimators. Metrika, 77, n°1, 163-183 (2014).
C. Duval. Density estimation for compound Poisson processes from discrete data. Stochastic Processes and their Applications, 123, 3963–3986 (2013).
C. Duval. Nonparametric estimation of a renewal reward process from discrete data. Mathematical Methods of Statistics, 22, 28-56 (2013).
C. Duval and M. Hoffmann. Statistical inference across time scales. Electronic Journal of Statistics, 5, 2004-2030 (2011).
Chapter and discussion:
E. Di Bernardino, C. Duval ''Excursion sets: from geometry to estimation'' (2025), Chapitre suite au mini cours lors des Stochastic Geometry Days 2024 in Tours, GdR GeoSto - Réseau Thématique MAIAGES
Discussion of "Hypothesis testing by convex optimization''. Electronic Journal of Statistics, 9, No. 2, 1738-1743 (2015). With F. Comte and V. Genon-Catalot.
Thesis and "Habilitation" (HDR) manuscripts:
My thesis manuscript is available here.
My HDR manuscript is available here.