Nonparametric estimation in a multiplicative censoring model with symmetric noise F Comte, C Dion Journal of Nonparametric Statistics 28 (4), 768-801, 2016 | 25 | 2016 |
Consistent procedures for multiclass classification of discrete diffusion paths C Denis, C Dion, M Martinez Scandinavian Journal of Statistics 47 (2), 516-554, 2020 | 24 | 2020 |
A ridge estimator of the drift from discrete repeated observations of the solution of a stochastic differential equation C Denis, C Dion-Blanc, M Martinez Bernoulli 27 (4), 2675-2713, 2021 | 23 | 2021 |
Bidimensional random effect estimation in mixed stochastic differential model C Dion, V Genon-Catalot Statistical Inference for Stochastic Processes 19 (2), 131-158, 2016 | 22 | 2016 |
Nonparametric estimation in a mixed-effect Ornstein–Uhlenbeck model C Dion Metrika 79, 919-951, 2016 | 15 | 2016 |
New adaptive strategies for nonparametric estimation in linear mixed models C Dion Journal of Statistical Planning and Inference 150, 30-48, 2014 | 13 | 2014 |
Nonparametric drift estimation for diffusions with jumps driven by a Hawkes process C Dion, S Lemler Statistical Inference for Stochastic Processes 23, 489-515, 2020 | 11 | 2020 |
Neuronal network inference and membrane potential model using multivariate Hawkes processes A Bonnet, C Dion-Blanc, F Gindraud, S Lemler Journal of Neuroscience Methods 372, 109550, 2022 | 8 | 2022 |
Exponential ergodicity for diffusions with jumps driven by a Hawkes process C Dion, S Lemler, E Löcherbach Theory of Probability and Mathematical Statistics 102, 97-115, 2020 | 7 | 2020 |
Nonparametric plug‐in classifier for multiclass classification of SDE paths C Denis, C Dion‐Blanc, E Ella‐Mintsa, VC Tran Scandinavian Journal of Statistics, 2024 | 6 | 2024 |
MsdeParEst: parametric estimation in mixed-effects stochastic differential equations M Delattre, C Dion R package version 1, 2017 | 6 | 2017 |
On the nonparametric inference of coefficients of self-exciting jump-diffusion C Amorino, C Dion-Blanc, A Gloter, S Lemler Electronic Journal of Statistics 16 (1), 3212-3277, 2022 | 5 | 2022 |
Hermann, S. mixedsde: Estimation Methods for Stochastic Differential Mixed Effects Models C Dion, A Sansom R package version 5, 2018 | 5 | 2018 |
Robust semi-parametric multiple change-points detection JM Bardet, C Dion Signal Processing 156, 145-155, 2019 | 4 | 2019 |
Multiclass classification for Hawkes processes C Denis, C Dion-Blanc, L Sansonnet Uncertainty in Artificial Intelligence, 539-547, 2022 | 3 | 2022 |
Mixedsde: a R package to fit mixed stochastic differential equations C Dion, S Hermann, A Samson The R Journal 11 (1), 2019 | 3 | 2019 |
Laguerre estimation under constraint at a single point F Comte, C Dion Preprint MAP5 4, 2017 | 3 | 2017 |
Bats monitoring: a classification procedure of bats behaviours based on Hawkes processes C Denis, C Dion-Blanc, RE Lacoste, L Sansonnet, Y Bas Journal of the Royal Statistical Society Series C: Applied Statistics, qlae024, 2024 | 2 | 2024 |
Bien vieillir, bien manger? Avancée en âge et modifications de l’alimentation dans la cohorte Gazel CE Dion, S Gojard, M Plessz, M Zins Gérontologie et société 42 (2), 99-120, 2020 | 2 | 2020 |
New pharmacodynamic parameters linked with ibrutinib responses in chronic lymphocytic leukemia: Prospective study in real-world patients and mathematical modeling S Cadot, C Audebert, C Dion, S Ken, L Dupré, L Largeaud, C Laurent, ... PLoS Medicine 21 (7), e1004430, 2024 | 1 | 2024 |