Matthieu Marbac

According to our database1, Matthieu Marbac authored at least 11 papers between 2015 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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In proceedings 
Article 
PhD thesis 
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Links

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Bibliography

2024
Model-based clustering with missing not at random data.
Stat. Comput., August, 2024

2023
Clustering data with non-ignorable missingness using semi-parametric mixture models assuming independence within components.
Adv. Data Anal. Classif., December, 2023

2022
Simultaneous Semiparametric Estimation of Clustering and Regression.
J. Comput. Graph. Stat., January, 2022

2021
Gaussian-Based Visualization of Gaussian and Non-Gaussian-Based Clustering.
J. Classif., 2021

2020
Variable Selection for Mixed Data Clustering: Application in Human Population Genomics.
J. Classif., 2020

2019
A tractable multi-partitions clustering.
Comput. Stat. Data Anal., 2019

VarSelLCM: an R/C++ package for variable selection in model-based clustering of mixed-data with missing values.
Bioinform., 2019

2017
Variable selection for model-based clustering using the integrated complete-data likelihood.
Stat. Comput., 2017

A family of block-wise one-factor distributions for modeling high-dimensional binary data.
Comput. Stat. Data Anal., 2017

2016
Latent class model with conditional dependency per modes to cluster categorical data.
Adv. Data Anal. Classif., 2016

2015
Model-Based Clustering for Conditionally Correlated Categorical Data.
J. Classif., 2015


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