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hal-00944069
v1
Conference papers
Vincent Brault
,
Jean-Patrick Baudry
,
Cathy Maugis
,
Bertrand Michel
.
Package Capushe pour le logiciel R
44ème journées de statistique
, 2012, Université libre de Bruxelles, campus du Solbosch
hal-00944070
v1
Conference papers
Vincent Brault
,
Jean-Patrick Baudry
,
Cathy Maugis
,
Bertrand Michel
.
Package Capushe pour le logiciel R
1ère Rencontres R
, 2012, Université de Bordeaux, campus Victoire
hal-01252673
v2
Book sections
Christophe Biernacki
,
Cathy 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-01713035
v2
Preprints, Working Papers, ...
Sébastien Gadat
,
Jonas Kahn
,
Clément Marteau
,
Cathy Maugis
.
Parameter recovery in two-component contamination mixtures: the $L^2$ strategy
2018
hal-00734316
v1
Reports
Caroline Meynet
,
Cathy Maugis
.
A sparse variable selection procedure in model-based clustering
[Research Report] 2012
hal-00973192
v1
Journal articles
Cathy Maugis
,
Bertrand Michel
.
Adaptive density estimation using finite Gaussian mixtures
ESAIM: Probability and Statistics
, EDP Sciences, 2013, 17, pp.698-724
hal-02190117
v2
Preprints, Working Papers, ...
Yohann de Castro
,
Sébastien Gadat
,
Clément Marteau
,
Cathy Maugis
.
SuperMix: Sparse Regularization for Mixtures
2020
hal-01532512
v1
Journal articles
Panagiotis Papastamoulis
,
Marie-Laure Magniette
,
Cathy Maugis
.
On the estimation of mixtures of Poisson regression models with large number of components
Computational Statistics and Data Analysis
, Elsevier, 2016, 93, pp.97-106.
⟨10.1016/j.csda.2014.07.005⟩
hal-00818105
v1
Journal articles
Béatrice Laurent
,
Clément Marteau
,
Cathy 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
hal-03098577
v1
Journal articles
Sevan Arabaciyan
,
Michael Saint-Antoine
,
Cathy Maugis
,
Jean-Marie François
,
Abhyudai 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-00666838
v1
Journal articles
Jean-Patrick Baudry
,
Cathy Maugis
,
Bertrand 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-00666813
v1
Journal articles
Cathy Maugis
,
Bertrand Michel
.
Data-driven penalty calibration : a case study for Gaussian mixture model selection
ESAIM: Probability and Statistics
, EDP Sciences, 2011, 15, pp.320-339.
⟨10.1051/ps/2010002⟩
hal-00849439
v1
Preprints, Working Papers, ...
Gilles Celeux
,
Martin-Magniette Marie-Laure
,
Cathy Maugis
,
Adrian E. Raftery
.
Comparing Model Selection and Regularization Approaches to Variable Selection in Model-Based Clustering
2013
inria-00483229
v1
Reports
Cathy Maugis
,
Gilles Celeux
,
Martin-Magniette Marie-Laure
.
Variable selection in model-based discriminant analysis
[Research Report] RR-7290, INRIA. 2010
hal-00666826
v1
Journal articles
Cathy Maugis
,
Gilles Celeux
,
Martin-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-00666845
v1
Journal articles
Gilles Celeux
,
Martin-Magniette Marie-Laure
,
Cathy Maugis
,
Adrian 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-00972003
v1
Journal articles
Cathy Maugis
,
Martin-Magniette Marie-Laure
,
Sandra 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
hal-00943473
v1
Journal articles
Gilles Celeux
,
Martin-Magniette Marie-Laure
,
Cathy Maugis
,
Adrian 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
hal-01207072
v1
Journal articles
Béatrice Laurent
,
Clément Marteau
,
Cathy Maugis
.
Multidimensional two-component Gaussian mixtures detection
Annales de l'IHP - Probabilités et Statistiques
, In press
hal-00461639
v1
Other publications
Jean-Patrick Baudry
,
Cathy Maugis
,
Bertrand Michel
.
Slope Heuristics: Overview and Implementation
2010
hal-00717565
v1
Conference papers
Vincent Brault
,
Jean-Patrick Baudry
,
Cathy Maugis
,
Bertrand Michel
.
Capushe : package de sélection de modèle
1ères Rencontres R
, Jul 2012, Bordeaux, France
inria-00510367
v1
Documents associated with scientific events
Jean-Patrick Baudry
,
Cathy Maugis
,
Bertrand 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-02789928
v1
Book sections
Andrea Rau
,
Marie-Laure Magniette
,
Cathy Maugis
.
Clustering of co-expressed genes
Model Choice and Model Aggregation
,
Editions Technip
, 372 p., 2017, 9782710811770
hal-01193758
v2
Reports
Andrea Rau
,
Gilles Celeux
,
Martin-Magniette Marie-Laure
,
Cathy Maugis
.
Clustering high-throughput sequencing data with Poisson mixture models
[Research Report] RR-7786, INRIA. 2011, pp.36
hal-01108821
v2
Journal articles
Andrea Rau
,
Cathy Maugis
,
Marie-Laure Magniette
,
Gilles Celeux
.
Co-expression analysis of high-throughput transcriptome sequencing data with Poisson mixture models
Bioinformatics
, Oxford University Press (OUP), 2015, 31 (9), pp.1420-1427.
⟨10.1093/bioinformatics/btu845⟩
hal-01595551
v1
Journal articles
Guillem Rigaill
,
Sandrine Balzergue
,
Véronique Brunaud
,
Eddy Blondet
,
Andrea Rau
et al.
Synthetic data sets for the identification of key ingredients for RNA-seq differential analysis
Briefings in Bioinformatics
, Oxford University Press (OUP), 2016, 19 (1), pp.1-12.
⟨10.1093/bib/bbw092⟩
hal-02624483
v1
Journal articles
Andrea Rau
,
Cathy 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-01971405
v1
Journal articles
Andrea Rau
,
Cathy Maugis
.
Transformation and model choice for RNA-seq co-expression analysis
Briefings in Bioinformatics
, Oxford University Press (OUP), 2018
hal-01916941
v1
Preprints, Working Papers, ...
Antoine Godichon-Baggioni
,
Cathy Maugis
,
Andrea Rau
.
Multi-view cluster aggregation and splitting, with an application to multi-omic breast cancer data
2018
hal-02789763
v1
Preprints, Working Papers, ...
Antoine Godichon-Baggioni
,
Cathy Maugis
,
Andrea Rau
.
Clustering transformed compositional data using K-means, with applications in gene expression and bicycle sharing system data
2018
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