Marbac, M., Sedki, M., Biernacki, C., and Vandewalle, V. Simultaneous semi-parametric estimation of clustering and regression Journal of Computational and Graphical Statistics, Accepted (2021),
Dumas, O., Bédard, A., Marbac, M., Sedki, M., Temam, S., Chanoine, S., Severi, G., Boutron-Ruault, M.-C., Garcia-Aymerich, J., Siroux, V., et al. Household cleaning and poor asthma control among elderly women The Journal of Allergy and Clinical Immunology: In Practice, Volume 9, Issue 6 (2021), 2358–2365
Saldanha-Gomes, C., Marbac, M., Sedki, M., Cornet, M., Plancoulaine, S., Charles, M.-A., Lioret, S., and Dargent-Molina, P Clusters of diet, physical activity, television exposure and sleep habits and their association with adiposity in preschool children: the eden mother-child cohort International Journal of Behavioral Nutrition and Physical Activity, Volume 17, Issue (1) (2020), 1–13
Marin, J-M and Pudlo, P and Sedki, M Consistency of Adaptive Importance Sampling and Recycling Schemes Bernoulli, Volume 25, Number 3 (2019), 1977-1998
Marbac, M and Patin, E and Sedki, M Variable selection for mixed data clustering: Application in human population genomics, Journal of Classification, 37 (2020), 124–142
Pudlo, P and Sedki, M Simulation of stochastic models of structured population in population genetics under neutrality Journal de la SFDS, Special Issue on Models and Inference in Population Genetics, Vol. 159 No 3 (2018)
Marbac, M and Sedki, M VarSelLCM: an R/C ++ package for variable selection in model-based clustering of mixed-data with missing values, Bioinformatics, First Online: September 05, 2018
Marbac M; Sedki, M; Boutron-Ruault, M-C; Dumas, O Patterns of cleaning product exposures using a novel clustering approach for data with correlated variables Annals of Epidemiology, Volume:28, Issue:8, August 2018, pp:563-569
Celeux, G and Maugis-Rabusseau, C and Sedki, M Variable selection in model-based clustering and discriminant analysis with a regularization approach Advances in Data Analysis and Classification, First Online: 11 April 2018, pp:1-20
Marbac M and Sedki, M A family of block-wise one-factor distributions for modeling high-dimensional binary data Computational Statistics and Data Analysis, Volume:114, October 2017, pp:130-145
Marbac M and Sedki, M Variable selection for model-based clustering using the integrated complete-data likelihood Statistics and Computing, Volume:27, Issue:4, July 2017, pp:1049–1063
Marbac, M and Tubert-Bitter, P and Sedki, M Bayesian model selection in logistic regression for the detection of adverse drug reactions Biometrical Journal, Volume:58, Issue:6, November 2016, pp:1376-1389
Ribatet, M and Sedki, M Extreme value copulas and max-stable processes Vol. 154 No 1 (2013): Numéro spécial sur les copules du Journal de la SFDS
Andrieu, C; Barthelme, S; Chopin, N; Cornebise, J; Doucet, A; Girolami, M; Kosmidis, I; Jasra, A; Lee, A; Marin, J-M; Pudlo, P; Robert, CP; Sedki, M; Singh, SS Some discussions of D. Fearnhead and D. Prangle’s Read Paper” Constructing summary statistics for approximate Bayesian computation: semi-automatic approximate Bayesian computation” Journal of the Royal Statistical Society (series B), Volume:74, Issue:3, June 2012, pp:419-474
Marin, J-M and Pudlo, P and Sedki, M Optimal parallelization of a sequential approximate Bayesian computation algorithm Proceedings of the Winter Simulation Conference,9-12 Dec. 2012