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matthieu marbac
matthieu marbac
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Model-based clustering of Gaussian copulas for mixed data
M Marbac, C Biernacki, V Vandewalle
Communications in Statistics-Theory and Methods 46 (23), 11635-11656, 2017
442017
Variable selection for model-based clustering using the integrated complete-data likelihood
M Marbac, M Sedki
Statistics and Computing 27 (4), 1049-1063, 2017
442017
VarSelLCM: an R/C++ package for variable selection in model-based clustering of mixed-data with missing values
M Marbac, M Sedki
Bioinformatics, 2018
302018
Clusters of diet, physical activity, television exposure and sleep habits and their association with adiposity in preschool children: the EDEN mother-child cohort
C Saldanha-Gomes, M Marbac, M Sedki, M Cornet, S Plancoulaine, ...
International Journal of Behavioral Nutrition and Physical Activity 17 (1), 1-13, 2020
192020
Model‐based clustering for spatiotemporal data on air quality monitoring
ASM Cheam, M Marbac, PD McNicholas
Environmetrics 28 (3), e2437, 2017
192017
Model-based clustering for conditionally correlated categorical data
M Marbac, C Biernacki, V Vandewalle
Journal of Classification 32 (2), 145-175, 2015
152015
A tractable multi-partitions clustering
M Marbac, V Vandewalle
Computational Statistics & Data Analysis 132, 167-179, 2019
142019
Variable selection for mixed data clustering: Application in human population genomics
M Marbac, M Sedki, T Patin
Journal of Classification, 1-19, 2019
12*2019
Latent class model with conditional dependency per modes to cluster categorical data
M Marbac, C Biernacki, V Vandewalle
Advances in Data Analysis and Classification 10 (2), 183-207, 2016
10*2016
Patterns of cleaning product exposures using a novel clustering approach for data with correlated variables
M Marbac, M Sedki, MC Boutron-Ruault, O Dumas
Annals of epidemiology 28 (8), 563-569. e6, 2018
62018
Bayesian model selection in logistic regression for the detection of adverse drug reactions
M Marbac, P Tubert‐Bitter, M Sedki
Biometrical Journal 58 (6), 1376-1389, 2016
62016
A family of block-wise one-factor distributions for modeling high-dimensional binary data
M Marbac, M Sedki
Computational Statistics & Data Analysis 114, 130-145, 2017
22017
Model-based clustering for categorical and mixed data sets
M Marbac-Lourdelle
22014
Dimension Reduction in Clustering
M Marbac, PD McNicholas
Wiley StatsRef: Statistics Reference Online, 1-7, 2014
22014
Wilks’ theorem for semiparametric regressions with weakly dependent data
MDR de Chaumaray, M Marbac, V Patilea
The Annals of Statistics 49 (6), 3228-3254, 2021
12021
Mixture of hidden Markov models for accelerometer data
MDR de Chaumaray, M Marbac, F Navarro
The Annals of Applied Statistics 14 (4), 1834-1855, 2020
12020
Clustering Data with Nonignorable Missingness using Semi-Parametric Mixture Models
MDR de Chaumaray, M Marbac
arXiv preprint arXiv:2009.07662, 2020
12020
Gaussian-Based Visualization of Gaussian and Non-Gaussian-Based Clustering
C Biernacki, M Marbac, V Vandewalle
Journal of Classification, 1-29, 2020
12020
Model-based Clustering with Missing Not At Random Data
A Sportisse, C Biernacki, C Boyer, J Josse, MM Lourdelle, G Celeux, ...
arXiv preprint arXiv:2112.10425, 2021
2021
Full Model Estimation for Non-Parametric Multivariate Finite Mixture Models
MDR de Chaumaray, M Marbac
arXiv preprint arXiv:2112.05684, 2021
2021
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