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hal-00944069v1  Conference papers
Vincent BraultJean-Patrick BaudryCathy MaugisBertrand Michel. Package Capushe pour le logiciel R
44ème journées de statistique, 2012, Université libre de Bruxelles, campus du Solbosch
hal-00944070v1  Conference papers
Vincent BraultJean-Patrick BaudryCathy MaugisBertrand Michel. Package Capushe pour le logiciel R
1ère Rencontres R, 2012, Université de Bordeaux, campus Victoire
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hal-01252673v2  Book sections
Christophe BiernackiCathy Maugis. High-dimensional clustering
Choix de modèles et agrégation, Sous la direction de J-J. DROESBEKE, G. SAPORTA, C. THOMAS-AGNAN Edition: Technip., 2017, 9782710811770
hal-00973192v1  Journal articles
Cathy MaugisBertrand Michel. Adaptive density estimation using finite Gaussian mixtures
ESAIM: Probability and Statistics, EDP Sciences, 2013, 17, pp.698-724
hal-00818105v1  Journal articles
Béatrice LaurentClément MarteauCathy Maugis. Non-asymptotic detection of two-component mixtures with unknown means
Bernoulli, Bernoulli Society for Mathematical Statistics and Probability, 2016, 22 (1), pp.242-274
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hal-03098577v1  Journal articles
Sevan ArabaciyanMichael Saint-AntoineCathy MaugisJean-Marie FrançoisAbhyudai Singh et al.  Insights on the control of yeast single-cell growth variability by members of the Trehalose Phosphate Synthase (TPS) complex
Frontiers in Cell and Developmental Biology, Frontiers media, 2021, Yeast Differentiation: From Cell-to-Cell Heterogeneity to Replicative Aging and Regulated Cell Death, ⟨10.3389/fcell.2021.607628⟩
hal-00666838v1  Journal articles
Jean-Patrick BaudryCathy MaugisBertrand Michel. Slope heuristics: overview and implementation
Statistics and Computing, Springer Verlag (Germany), 2012, 22 (2), pp.455-470. ⟨10.1007/s11222-011-9236-1⟩
hal-00666826v1  Journal articles
Cathy MaugisGilles CeleuxMartin-Magniette Marie-Laure. Variable selection in model-based discriminant analysis
Journal of Multivariate Analysis, Elsevier, 2011, 102 (10), pp.1374-1387. ⟨10.1016/j.jmva.2011.05.004⟩
hal-00666845v1  Journal articles
Gilles CeleuxMartin-Magniette Marie-LaureCathy MaugisAdrian E. Raftery. Letter to the editor: ''{A} framework for feature selection in clustering
Journal of the American Statistical Association, Taylor & Francis, 2011, 106 (493), pp.383. ⟨10.1198/jasa.2011.tm10681⟩
hal-00972003v1  Journal articles
Cathy MaugisMartin-Magniette Marie-LaureSandra Pelletier. SelvarClustMV: Variable selection approach in model-based clustering allowing for missing values
Journal de la Société Française de Statistique, Société Française de Statistique et Société Mathématique de France, 2012, 15 (2), pp.21-36
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hal-00943473v1  Journal articles
Gilles CeleuxMartin-Magniette Marie-LaureCathy MaugisAdrian E. Raftery. Comparing Model Selection and Regularization Approaches to Variable Selection in Model-Based Clustering
Journal de la Société Française de Statistique, Société Française de Statistique et Société Mathématique de France, 2014, 155 (2), pp.57-71
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hal-01207072v1  Journal articles
Béatrice LaurentClément MarteauCathy Maugis. Multidimensional two-component Gaussian mixtures detection
Annales de l'IHP - Probabilités et Statistiques, In press
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hal-00717565v1  Conference papers
Vincent BraultJean-Patrick BaudryCathy MaugisBertrand Michel. Capushe : package de sélection de modèle
1ères Rencontres R, Jul 2012, Bordeaux, France
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inria-00510367v1  Documents associated with scientific events
Jean-Patrick BaudryCathy MaugisBertrand Michel. Pratique de l'heuristique de pente et le package CAPUSHE
Journées MAS et Journée en l'honneur de Jacques Neveu, Aug 2010, Talence, France
hal-02789928v1  Book sections
Andrea RauMarie-Laure MagnietteCathy Maugis. Clustering of co-expressed genes
Model Choice and Model Aggregation, Editions Technip, 372 p., 2017, 9782710811770
hal-02624483v1  Journal articles
Andrea RauCathy Maugis. Transformation and model choice for RNA-seq co-expression analysis
Briefings in Bioinformatics, Oxford University Press (OUP), 2018, 19 (3), pp.425-436. ⟨10.1093/bib/bbw128⟩
hal-01971405v1  Journal articles
Andrea RauCathy Maugis. Transformation and model choice for RNA-seq co-expression analysis
Briefings in Bioinformatics, Oxford University Press (OUP), 2018