Rechercher

Paramétrage

Thèmes

Accessibilité

Accessibilité

Michaël Genin

Maître de conférences des universités-praticien hospitalier CNU : SECTION 4604 - BIOSTATISTIQUES ET INFORMATIQUE MEDICALE

Publications

Full list of publications available on Google Scholar.

Selected publications

  1. C. Frévent, M.S. Ahmed, S. Dabo-Niang, M. Génin (2024). A Bayesian shared-frailty spatial scan statistic model for time-to-event data. Biometrical Journal. 66: e202300200. https://doi.org/10.1002/bimj.202300200

  2. A. Hamroun, M. Génin, F. Glowacki, B. Sautenet, K Leffondré, A. De Courrèges, L. Dauchet, V. Gauthier, F. Bayer, M. Lassalle, C. Couchoud, P. Amouyel, F. Occelli. Multiple air pollutant exposure is associated with higher risk of all-cause mortality in dialysis patients: a French registry-based nationwide study. Frontiers in Public Health [IN PRESS].

  3. M. Baillet, M. Wathelet, A. Lamer, C. Frévent, T. Fovet, F. D’Hondt, C. Notredame, G. Vaiva, M. Génin (2024). Spatiotemporal analysis of the association between hospital admissions for COVID-19 and for self-harm in metropolitan France : a retrospective, observational study. JMIR Public Health and Surveillance [IN PRESS].

  4. C. Frévent, M.S. Ahmed, S. Dabo-Niang, M. Génin (2023). Investigating spatial scan statistics for multivariate functional data. Journal of the Royal Statistical Society - Series C Volume 72, Issue 2, May 2023, Pages 450–475. https://doi.org/10.1093/jrsssc/qlad017

  5. M. Génin, A. Lecoeuvre, D. Cuny, D. Subtil, G. Chevalier, G. Ficheur, F. Occelli, C. Garabedian (2022). The association between the incidence of preterm birth and overall air pollution : a nationwide, fine-scale, spatial study in France from 2012 to 2018. Environmental Pollution. 311:120013. https://doi.org/10.1016/j.envpol.2022.120013

  6. C. Frévent, M.S. Ahmed, J. Soula, Z. Smida,L. Cucala, S. Dabo-Niang, M. Génin (2022). The R package HDSpatialScan for Multivariate and Functional Spatial Scan Statistics. R journal, 14(3). https://doi.org/10.32614/RJ-2022-045

  7. C. Frévent, M.S. Ahmed, M. Marbac, M. Génin (2021). Detecting spatial clusters in functional data : new scan statistic approaches. Spatial Statistics. (46),100550. https://doi.org/10.1016/j.spasta.2021.100550

  8. M.S. Ahmed, L. Cucala, M. Génin (2021). Spatial Autoregressive Models for Scan Statistic. Journal of Spatial Econometrics. (2),11. https://doi.org/10.1007/s43071-021-00017-0

  9. M.S. Ahmed, S. Dabo-Niang, M. Génin, A.A. Hassan. (2021) Partially Linear Spatial Probit Models. Annales de l’ISUP.

  10. M.S. Ahmed, M. Génin (2020). A functional-model-adjusted spatial scan statistic. Statistics in Medicine, 39 :1025-1040. https://doi.org/10.1002/sim.8459

  11. F. Occelli, C. Lanier, D. Cuny, A. Deram, J. Dumont, P. Amouyel, M. Montaye, L. Dauchet, J. Dallongeville, M. Genin. (2020) Multiple air pollution and coronary heart disease incidence : a fine scale geographic analysis. Science of the Total Environment, Volume 714, 136608.
    https://doi.org/10.1016/j.scitotenv.2020.136608

  12. D. Brousmiche, M. Génin, F. Occelli, L. Frank, A. Deram, D. Cuny, C. Lanier. (2020). How can we analyze environmental health resilience and vulnerability ? A joint analysis with composite indices applied to the north of France. Science of The Total Environment. 723, p 142983. https://doi.org/10.1016/j.scitotenv.2020.142983

  13. L. Cucala, M. Génin, F. Occelli, J. Soula (2020). A multivariate nonparametric scan statistic for spatial data. Spatial Statistics (29), 1-14. https://doi.org/10.1016/j.spasta.2018.10.002

  14. L. Cucala, M. Génin, C. Lanier, F. Occelli (2017). A multivariate Gaussian scan statistic for spatial data. Spatial Statistics.(21),66-74. https://doi.org/10.1016/j.spasta.2017.06.001

  15. M. Génin (2015) Discrete scan statistics and the generalized likelihood test. Romanian Journal of pure and applied mathematics.6083-92

Book chapters

  1. C. Frévent, M.S. Ahmed, M. Génin (2023). Spatial scan statistics for functional data. In : Glaz J., Koutras M. (eds) Handbook of Scan Statistics. Springer, New York, NY.
    https://doi.org/10.1007/978-1-4614-8414-1_62-1
  2. Amariorarei, M. Génin, Preda C. (2020). Two-Dimensional Discrete Scan Statistics with Arbitrary Window Shape. In : Glaz J., Koutras M. (eds) Handbook of Scan Statistics. Springer, New York, NY
    https://doi.org/10.1007/978-1-4614-8414-1_52-1