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Matthieu Marbac
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Journal Articles
- 2024
- [j11]Aude Sportisse, Matthieu Marbac, Fabien Laporte, Gilles Celeux, Claire Boyer, Julie Josse, Christophe Biernacki:
Model-based clustering with missing not at random data. Stat. Comput. 34(4): 135 (2024) - 2023
- [j10]Marie du Roy de Chaumaray, Matthieu Marbac:
Clustering data with non-ignorable missingness using semi-parametric mixture models assuming independence within components. Adv. Data Anal. Classif. 17(4): 1081-1122 (2023) - 2022
- [j9]Matthieu Marbac, Mohammed Sedki, Christophe Biernacki
, Vincent Vandewalle
:
Simultaneous Semiparametric Estimation of Clustering and Regression. J. Comput. Graph. Stat. 31(1): 477-485 (2022) - 2021
- [j8]Christophe Biernacki, Matthieu Marbac, Vincent Vandewalle
:
Gaussian-Based Visualization of Gaussian and Non-Gaussian-Based Clustering. J. Classif. 38(1): 129-157 (2021) - 2020
- [j7]Matthieu Marbac, Mohammed Sedki, Tienne Patin:
Variable Selection for Mixed Data Clustering: Application in Human Population Genomics. J. Classif. 37(1): 124-142 (2020) - 2019
- [j6]Matthieu Marbac, Mohammed Sedki:
VarSelLCM: an R/C++ package for variable selection in model-based clustering of mixed-data with missing values. Bioinform. 35(7): 1255-1257 (2019) - [j5]Matthieu Marbac, Vincent Vandewalle:
A tractable multi-partitions clustering. Comput. Stat. Data Anal. 132: 167-179 (2019) - 2017
- [j4]Matthieu Marbac, Mohammed Sedki
:
A family of block-wise one-factor distributions for modeling high-dimensional binary data. Comput. Stat. Data Anal. 114: 130-145 (2017) - [j3]Matthieu Marbac, Mohammed Sedki:
Variable selection for model-based clustering using the integrated complete-data likelihood. Stat. Comput. 27(4): 1049-1063 (2017) - 2016
- [j2]Matthieu Marbac, Christophe Biernacki
, Vincent Vandewalle:
Latent class model with conditional dependency per modes to cluster categorical data. Adv. Data Anal. Classif. 10(2): 183-207 (2016) - 2015
- [j1]Matthieu Marbac, Christophe Biernacki
, Vincent Vandewalle:
Model-Based Clustering for Conditionally Correlated Categorical Data. J. Classif. 32(2): 145-175 (2015)
Informal and Other Publications
- 2021
- [i1]Aude Sportisse, Christophe Biernacki, Claire Boyer, Julie Josse, Matthieu Marbac Lourdelle, Gilles Celeux, Fabien Laporte:
Model-based Clustering with Missing Not At Random Data. CoRR abs/2112.10425 (2021)
Coauthor Index
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