Evaluation of the gene-specific dye bias in cDNA microarray experiments. - Marie-Laure Martin-Magniette; Julie Aubert; Eric Cabannes; Jean-Jacques Daudin (Bioinform., 2005)

Answer to the comments of K. Dobbin, J. Shih and R. Simon on the paper 'Evaluation of the gene-specific dye-bias in cDNA microarray experiments'. - Marie-Laure Martin-Magniette; Julie Aubert; Eric Cabannes; Jean-Jacques Daudin (Bioinform., 2005)

ChIPmix: mixture model of regressions for two-color ChIP-chip analysis. - Marie-Laure Martin-Magniette; Tristan Mary-Huard; Caroline Bérard; Stéphane Robin (ECCB, 2008)

Normalization for triple-target microarray experiments. - Marie-Laure Martin-Magniette; Julie Aubert; Avner Bar-Hen; Samira Elftieh; Frédéric Magniette; Jean-Pierre Renou; Jean-Jacques Daudin (BMC Bioinform., 2008)

CATdb: a public access to Arabidopsis transcriptome data from the URGV-CATMA platform. - Séverine Gagnot; Jean-Philippe Tamby; Marie-Laure Martin-Magniette; Frédérique Bitton; Ludivine Taconnat; Sandrine Balzergue; Sébastien Aubourg; Jean-Pierre Renou; Alain Lecharny; Véronique Brunaud (Nucleic Acids Res., 2008)

Variable selection in model-based clustering: A general variable role modeling. - Cathy Maugis; Gilles Celeux; Marie-Laure Martin-Magniette (Comput. Stat. Data Anal., 2009)

Mélanges gaussiens bidimensionnels pour la comparaison de deux échantillons de chromatine immunoprécipitée. - Caroline Bérard; Marie-Laure Martin-Magniette; Alexandra To; François Roudier; Vincent Colot; Stéphane Robin (Monde des Util. Anal. Données, 2009)

Sélection de variables pour la classification par mélanges gaussiens pour prédire la fonction des gènes orphelins. - Cathy Maugis; Marie-Laure Martin-Magniette; Jean-Philippe Tamby; Jean-Pierre Renou; Alain Lecharny; Sébastien Aubourg; Gilles Celeux (Monde des Util. Anal. Données, 2009)

Variable selection in model-based discriminant analysis. - Cathy Maugis; Gilles Celeux; Marie-Laure Martin-Magniette (J. Multivar. Anal., 2011)

Variational Bayes approach for model aggregation in unsupervised classification with Markovian dependency. - Stevenn Volant; Marie-Laure Martin-Magniette; Stéphane Robin (Comput. Stat. Data Anal., 2012)

Inférence de réseaux de régulation de gènes au travers de scores étendus dans les réseaux bayésiens. - Jimmy Vandel; Brigitte Mangin; Matthieu Vignes; Damien Leroux; Olivier Loudet; Marie-Laure Martin-Magniette; Simon de Givry (Rev. d'Intelligence Artif., 2012)

Approches statistiques pour l'analyse de données génomiques. - Marie-Laure Martin-Magniette (2013)

MultiChIPmixHMM: an R package for ChIP-chip data analysis modeling spatial dependencies and multiple replicates. - Caroline Bérard; Michael Seifert; Tristan Mary-Huard; Marie-Laure Martin-Magniette (BMC Bioinform., 2013)

Hidden Markov Models with mixtures as emission distributions. - Stevenn Volant; Caroline Bérard; Marie-Laure Martin-Magniette; Stéphane Robin (Stat. Comput., 2014)

Co-expression analysis of high-throughput transcriptome sequencing data with Poisson mixture models. - Andrea Rau; Cathy Maugis-Rabusseau; Marie-Laure Martin-Magniette; Gilles Celeux (Bioinform., 2015)

GEM2Net: from gene expression modeling to -omics networks, a new CATdb module to investigate Arabidopsis thaliana genes involved in stress response. - Rim Zaag; Jean-Philippe Tamby; Cécile Guichard; Zakia Tariq; Guillem Rigaill; Etienne Delannoy; Jean-Pierre Renou; Sandrine Balzergue; Tristan Mary-Huard; Sébastien Aubourg; Marie-Laure Martin-Magniette; Véronique Brunaud (Nucleic Acids Res., 2015)

On the estimation of mixtures of Poisson regression models with large number of components. - Panagiotis Papastamoulis; Marie-Laure Martin-Magniette; Cathy Maugis-Rabusseau (Comput. Stat. Data Anal., 2016)

Synthetic data sets for the identification of key ingredients for RNA-seq differential analysis. - Guillem Rigaill; Sandrine Balzergue; Véronique Brunaud; Eddy Blondet; Andrea Rau; Odile Rogier; José Caius; Cathy Maugis-Rabusseau; Ludivine Taconnat; Sébastien Aubourg; Claire Lurin; Marie-Laure Martin-Magniette; et al. (Briefings Bioinform., 2018)

Error rate control for classification rules in multiclass mixture models. - Tristan Mary-Huard; Vittorio Perduca; Gilles Blanchard; Marie-Laure Martin-Magniette (CoRR, 2021)