mclust swMATH ID: 563 Software Authors: Chris Fraley; Adrian Raftery; Luca Scrucca Description: R package mclust: Normal Mixture Modeling for Model-Based Clustering, Classification, and Density Estimation , Normal Mixture Modeling fitted via EM algorithm for Model-Based Clustering, Classification, and Density Estimation, including Bayesian regularization. Homepage: http://www.stat.washington.edu/mclust/ Programming Languages: R Dependencies: R Keywords: Multivariate Normal Mixture Modeling and Model-Based Clustering Related Software: R; flexmix; PGMM; mixtools; UCI-ml; clusfind; Rmixmod; cluster (R); Mixmod; AS 136; fpc; mixture; TCLUST; e1071; clustvarsel; MixSim; HDclassif; MASS (R); pdfCluster; PRMLT Cited in: 289 Documents Standard Articles 2 Publications describing the Software, including 1 Publication in zbMATH Year Model-based Methods of Classification: Using the mclust Software in Chemometrics Link Chris Fraley; Adrian Raftery 2007 MCLUST: Software for model-based cluster analysis. Zbl 0951.91500Fraley, Chris 1999 all top 5 Cited by 487 Authors 28 McNicholas, Paul D. 16 Murphy, Thomas Brendan 11 Scrucca, Luca 10 Browne, Ryan P. 10 Galimberti, Giuliano 10 Punzo, Antonio 9 Melnykov, Volodymyr 9 Soffritti, Gabriele 8 Hennig, Christian 8 Priebe, Carey E. 8 Viroli, Cinzia 6 Andrews, Jeffrey L. 6 Ingrassia, Salvatore 6 Raftery, Adrian E. 5 Bouveyron, Charles 5 Dean, Nema 5 Fraley, Chris 5 Gormley, Isobel Claire 5 Lyzinski, Vince 5 O’Hagan, Adrian 4 Greselin, Francesca 4 Martin-Magniette, Marie-Laure 4 Menardi, Giovanna 4 Montanari, Angela 4 Morris, Katherine 4 Riani, Marco 4 Zhu, Xuwen 3 Cappozzo, Andrea 3 Celeux, Gilles 3 Coretto, Pietro 3 Fishkind, Donniell E. 3 Fop, Michael 3 Fraiman, Ricardo 3 García-Escudero, Luis Angel 3 Li, Jia 3 Lin, Tsung I. 3 Marchette, David J. 3 Maugis, Cathy 3 Mayo-Iscar, Agustin 3 McLachlan, Geoffrey John 3 Michael, Semhar 3 Park, Youngser 3 Quintana, Fernando Andrés 3 Robin, Stéphane 3 Subedi, Sanjeena 3 Svarc, Marcela 3 Tang, Minh 2 Athreya, Avanti 2 Atkinson, Anthony C. 2 Azzalini, Adelchi 2 Bérard, Caroline 2 Biernacki, Christophe 2 Casa, Alessandro 2 Cerioli, Andrea 2 Chen, Li 2 Coricelli, Giorgio 2 Everitt, Brian S. 2 Flynt, Abby 2 Forbes, Florence 2 Gimenez, Yanina 2 Hou-Liu, Jason 2 Ibrahim, Joseph George 2 Karlis, Dimitris 2 Kyung, Minjung 2 Levin, Keith D. 2 Lin, Lin 2 Maitra, Ranjan 2 Markatou, Marianthi 2 Mattei, Pierre-Alexandre 2 Mazza, Angelo 2 Melnykov, Igor 2 Murphy, Keefe 2 O’Neill, Ben 2 Pan, Wei 2 Pao, Henry 2 Polonio, Luca 2 Shen, Xiaotong 2 Sussman, Daniel L. 2 Thrun, Michael C. 2 Ultsch, Alfred G. H. 2 Wang, Wan-Lun 2 Wehrens, Ron 1 Agostinelli, Claudio 1 Agterberg, Joshua S. 1 Agusta, Yudi 1 Alata, Olivier 1 Alqahtani, Nada A. 1 Alquier, Pierre 1 Améndola, Carlos 1 Amiri, Saeid 1 Anderlucci, Laura 1 Anderson, Craig 1 Andrade Santos, Sandrina Rafaela 1 Arias-Castro, Ery 1 Arnaud, Alexis 1 Ashlock, Daniel Abram 1 Asmild, Mette 1 Aubourg, Sébastien 1 Baíllo, Amparo 1 Balabdaoui, Fadoua ...and 387 more Authors all top 5 Cited in 73 Serials 38 Computational Statistics and Data Analysis 31 Advances in Data Analysis and Classification. ADAC 27 Journal of Classification 26 Statistics and Computing 14 The Annals of Applied Statistics 9 Journal of Multivariate Analysis 8 Computational Statistics 6 Journal of Applied Statistics 6 Electronic Journal of Statistics 6 Journal of Computational and Graphical Statistics 5 Journal of Statistical Planning and Inference 5 Journal of Machine Learning Research (JMLR) 4 Communications in Statistics. 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Theory and Applications 1 Chapman & Hall/CRC Texts in Statistical Science Series 1 Chapman & Hall/CRC The R Series 1 Behaviormetrics: Quantitative Approaches to Human Behavior all top 5 Cited in 15 Fields 272 Statistics (62-XX) 38 Numerical analysis (65-XX) 27 Computer science (68-XX) 19 Biology and other natural sciences (92-XX) 17 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 10 Probability theory and stochastic processes (60-XX) 9 Combinatorics (05-XX) 6 Operations research, mathematical programming (90-XX) 2 Linear and multilinear algebra; matrix theory (15-XX) 1 Algebraic geometry (14-XX) 1 Partial differential equations (35-XX) 1 Functional analysis (46-XX) 1 Convex and discrete geometry (52-XX) 1 Astronomy and astrophysics (85-XX) 1 Geophysics (86-XX) Citations by Year