Edit Profile (opens in new tab) Maugis-Rabusseau, Cathy Compute Distance To: Compute Author ID: maugis-rabusseau.cathy Published as: Maugis-Rabusseau, Cathy; Maugis-Rabusseau, C. Documents Indexed: 11 Publications since 2012 Co-Authors: 13 Co-Authors with 11 Joint Publications 276 Co-Co-Authors all top 5 Co-Authors 0 single-authored 4 Marteau, Clément 3 Martin-Magniette, Marie-Laure 2 Celeux, Gilles 2 Gadat, Sébastien 2 Godichon-Baggioni, Antoine 2 Laurent, Béatrice 1 De Castro, Yohann 1 Kahn, Jonas 1 Michel, Bertrand 1 Papastamoulis, Panagiotis 1 Pelletier, Sandra 1 Raftery, Adrian E. 1 Sedki, Mohammed A. all top 5 Serials 2 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques 2 Journal de la Société Française de Statistique 1 The Annals of Statistics 1 Computational Statistics and Data Analysis 1 Bernoulli 1 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 1 Journal of Applied Statistics 1 Advances in Data Analysis and Classification. ADAC 1 The Annals of Applied Statistics Fields 11 Statistics (62-XX) 1 Calculus of variations and optimal control; optimization (49-XX) 1 Operations research, mathematical programming (90-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 10 Publications have been cited 41 times in 35 Documents Cited by ▼ Year ▼ Comparing model selection and regularization approaches to variable selection in model-based clustering. Zbl 1316.62083Celeux, Gilles; Martin-Magniette, Marie-Laure; Maugis-Rabusseau, Cathy; Raftery, Adrian E. 9 2014 Adaptive density estimation for clustering with Gaussian mixtures. Zbl 1395.62164Maugis-Rabusseau, C.; Michel, B. 8 2013 On the estimation of mixtures of Poisson regression models with large number of components. Zbl 1468.62154Papastamoulis, Panagiotis; Martin-Magniette, Marie-Laure; Maugis-Rabusseau, Cathy 6 2016 Variable selection in model-based clustering and discriminant analysis with a regularization approach. Zbl 1474.62216Celeux, Gilles; Maugis-Rabusseau, Cathy; Sedki, Mohammed 6 2019 Non-asymptotic detection of two-component mixtures with unknown means. Zbl 1388.62131Laurent, Béatrice; Marteau, Clément; Maugis-Rabusseau, Cathy 4 2016 Parameter recovery in two-component contamination mixtures: the \(L^2\) strategy. Zbl 1439.62076Gadat, Sébastien; Kahn, Jonas; Marteau, Clément; Maugis-Rabusseau, Cathy 2 2020 Multidimensional two-component Gaussian mixtures detection. Zbl 1392.62160Laurent, Béatrice; Marteau, Clément; Maugis-Rabusseau, Cathy 2 2018 Multiview cluster aggregation and splitting, with an application to multiomic breast cancer data. Zbl 1446.62274Godichon-Baggioni, Antoine; Maugis-Rabusseau, Cathy; Rau, Andrea 2 2020 SelvarClustMV: variable selection approach in model-based clustering allowing for missing values. Zbl 1316.62092Maugis-Rabusseau, Cathy; Martin-Magniette, Marie-Laure; Pelletier, Sandra 1 2012 Clustering transformed compositional data using \(K\)-means, with applications in gene expression and bicycle sharing system data. Zbl 07479909Godichon-Baggioni, Antoine; Maugis-Rabusseau, Cathy; Rau, Andrea 1 2019 Parameter recovery in two-component contamination mixtures: the \(L^2\) strategy. Zbl 1439.62076Gadat, Sébastien; Kahn, Jonas; Marteau, Clément; Maugis-Rabusseau, Cathy 2 2020 Multiview cluster aggregation and splitting, with an application to multiomic breast cancer data. Zbl 1446.62274Godichon-Baggioni, Antoine; Maugis-Rabusseau, Cathy; Rau, Andrea 2 2020 Variable selection in model-based clustering and discriminant analysis with a regularization approach. Zbl 1474.62216Celeux, Gilles; Maugis-Rabusseau, Cathy; Sedki, Mohammed 6 2019 Clustering transformed compositional data using \(K\)-means, with applications in gene expression and bicycle sharing system data. Zbl 07479909Godichon-Baggioni, Antoine; Maugis-Rabusseau, Cathy; Rau, Andrea 1 2019 Multidimensional two-component Gaussian mixtures detection. Zbl 1392.62160Laurent, Béatrice; Marteau, Clément; Maugis-Rabusseau, Cathy 2 2018 On the estimation of mixtures of Poisson regression models with large number of components. Zbl 1468.62154Papastamoulis, Panagiotis; Martin-Magniette, Marie-Laure; Maugis-Rabusseau, Cathy 6 2016 Non-asymptotic detection of two-component mixtures with unknown means. Zbl 1388.62131Laurent, Béatrice; Marteau, Clément; Maugis-Rabusseau, Cathy 4 2016 Comparing model selection and regularization approaches to variable selection in model-based clustering. Zbl 1316.62083Celeux, Gilles; Martin-Magniette, Marie-Laure; Maugis-Rabusseau, Cathy; Raftery, Adrian E. 9 2014 Adaptive density estimation for clustering with Gaussian mixtures. Zbl 1395.62164Maugis-Rabusseau, C.; Michel, B. 8 2013 SelvarClustMV: variable selection approach in model-based clustering allowing for missing values. Zbl 1316.62092Maugis-Rabusseau, Cathy; Martin-Magniette, Marie-Laure; Pelletier, Sandra 1 2012 all cited Publications top 5 cited Publications all top 5 Cited by 78 Authors 5 Maugis-Rabusseau, Cathy 3 Marteau, Clément 3 Sedki, Mohammed A. 2 Celeux, Gilles 2 Gadat, Sébastien 2 Marbac, Matthieu 2 Murphy, Thomas Brendan 1 Ahonen, Ilmari 1 Alquier, Pierre 1 Amiri, Saeid 1 Bachoc, François 1 Baudry, Jean-Patrick 1 Bermúdez, Lluís 1 Cappozzo, Andrea 1 Carel, Léna 1 Castillo, Ismaël 1 Chakraborty, Saptarshi 1 Chamroukhi, Faicel 1 Clarke, Bertrand S. 1 Clarke, Jennifer Lynn 1 Das, Swagatam 1 De Castro, Yohann 1 Donoho, David Leigh 1 Doo, Woojin 1 Dresvyanskiy, Denis 1 Fathi, Max 1 Floriello, Davide 1 Fop, Michael 1 Forbes, Florence 1 Galimberti, Giuliano 1 Galvani, Marta 1 Gao, Chao 1 Gassiat, Elisabeth 1 Godichon-Baggioni, Antoine 1 Greselin, Francesca 1 Guntuboyina, Adityanand 1 Hinde, John P. 1 Ingrassia, Salvatore 1 Jin, Jiashun 1 Kahn, Jonas 1 Karaseva, Tatiana 1 Karlis, Dimitris 1 Kim, Heeyoung 1 Kim, Joseph Hyun Tae 1 Larocque, Denis 1 Laurent, Béatrice 1 Lautensack Redenbach, Claudia 1 Le Pennec, Erwan 1 Lehéricy, Luc 1 Li, Mengyang 1 Li, Yiguo 1 Lin, Tsung I. 1 Makogin, Vitalii 1 Manisi, Annamaria 1 McNicholas, Paul D. 1 Menafoglio, Alessandra 1 Mitrofanov, Sergei 1 Montuelle, L. 1 Nevalainen, Jaakko 1 Nguyen, Hien Duy 1 Nguyen, TrungTin 1 Orbanz, Peter 1 Papastamoulis, Panagiotis 1 Park, Myung Hyun 1 Patin, Tienne 1 Rousseau, Judith 1 Saha, Sujayam 1 Scricciolo, Catia 1 Secchi, Piercesare 1 Soffritti, Gabriele 1 Spodarev, Evgueni 1 Stewart, Michael 1 Torti, Agostino 1 Vantini, Simone 1 Vitelli, Valeria 1 Wang, Peihong 1 Zhang, Fengshuo 1 Zhao, Yang all top 5 Cited in 20 Serials 5 Electronic Journal of Statistics 4 The Annals of Statistics 4 Computational Statistics and Data Analysis 4 Statistics and Computing 2 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques 2 Advances in Data Analysis and Classification. ADAC 1 Journal of Multivariate Analysis 1 Statistics & Probability Letters 1 Journal of Classification 1 Statistical Science 1 International Journal of Approximate Reasoning 1 Communications in Statistics. Theory and Methods 1 Journal of Statistical Computation and Simulation 1 Test 1 Bernoulli 1 Soft Computing 1 Journal of Applied Statistics 1 Statistics Surveys 1 Journal of Computational and Graphical Statistics 1 Bayesian Analysis all top 5 Cited in 8 Fields 34 Statistics (62-XX) 3 Computer science (68-XX) 2 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 General and overarching topics; collections (00-XX) 1 Calculus of variations and optimal control; optimization (49-XX) 1 Probability theory and stochastic processes (60-XX) 1 Numerical analysis (65-XX) 1 Operations research, mathematical programming (90-XX) Citations by Year