Parametric inference for multidimensional hypoelliptic diffusion with full observations A Melnykova Statistical Inference for Stochastic Processes 23, 595–635, 2020 | 18* | 2020 |
Diffusion approximation of multi-class Hawkes processes: Theoretical and numerical analysis J Chevallier, A Melnykova, I Tubikanec Advances in Applied Probability 53 (3), 716-756, 2021 | 11* | 2021 |
Horizontal gene transfer: numerical comparison between stochastic and deterministic approaches V Calvez, SF Iglesias, H Hivert, S Méléard, A Melnykova, S Nordmann ESAIM: Proceedings and Surveys 67, 135-160, 2020 | 7 | 2020 |
Non-asymptotic statistical tests of the diffusion coefficient of stochastic differential equations A Melnykova, P Reynaud-Bouret, A Samson Stochastic Processes and their Applications 173, 104372, 2024 | | 2024 |
Granger Causal Inference in Multivariate Hawkes Processes by Minimum Message Length K Hlaváčková-Schindler, A Melnykova, I Tubikanec Journal of Machine Learning Research 25 (133), 1-26, 2024 | | 2024 |
Rencontres R 2023: Report JF Rey, A Melnykova INRAE Avignon; Avignon université, 2023 | | 2023 |
Analyse statistique et numérique des modèles à sauts et des diffusions en biologie A Melnykova CY Cergy Paris Université, 2020 | | 2020 |
Statistical and numerical analysis of jump and diffusion models in biology A Melnykova Cergy Paris Université, 2020 | | 2020 |