EMMIX swMATH ID: 8192 Software Authors: McLachlan, G., Peel, D., Basford, K. and Adams, P Description: User’s Guide to EMMIX: This document outlines the operation and the available options of the program EMMIX. Brief instructions on the form of the input and output files are also given. The main purpose of the program is to fit a mixture model of multivariate normal or t-distributed components to a given data set. This is approached by using maximum likelihood via the EM algorithm of Dempster, Laird, and Rubin (1977); for a full examination of the EM algorithm and related topics, see McLachlan and Krishnan (1997). Many other features are also included, that were found to be of use when fitting mixture models. Homepage: http://www.maths.uq.edu.au/~gjm/emmix/emmix.html Related Software: R; mclust; UCI-ml; PGMM; Mixmod; flexmix; bclust; PRMLT; sparcl; mixtools; MULTIMIX; Emmixuskew; EMMIX-skew; pyuvdata; tlemix; fpc; TCLUST; statlearn; HDclassif; glasso Cited in: 19 Publications Standard Articles 1 Publication describing the Software Year all top 5 Cited by 43 Authors 1 Agusta, Yudi 1 Andrews, Jeffrey L. 1 Bouveyron, Charles 1 Brunet-Saumard, Camille 1 Bushnell, David H. 1 Çalış, Nazif 1 Cinar, Ozan 1 Clarke, Brenton R. 1 Davidson, Thomas 1 Dey, Santanu Subhas 1 Dittrich, Regina 1 Dowe, David L. 1 Erol, Hamza 1 Erzberger, Heinz 1 Fop, Michael 1 Fraley, Chris 1 Francis, Brian J. 1 Galimberti, Giuliano 1 Garrett, Elizabeth S. 1 Giannakopoulou, Dimitra 1 Hammarstrand, Robert 1 Hardin, Johanna 1 Hatzinger, Reinhold 1 Heere, Karen 1 Hennig, Christian 1 Ilk, Ozlem 1 Irizarry, Rafael A. 1 Iyigun, Cem 1 Jana, Nabakumar 1 Kotz, Samuel 1 Lee, Sharon X. 1 Lin, Tsung I. 1 Marot, Guillemette 1 Mayer, Claus-Dieter 1 McLachlan, Geoffrey John 1 Murphy, Thomas Brendan 1 Nadarajah, Saralees 1 Parmigiani, Giovanni 1 Raftery, Adrian E. 1 Rocke, David M. 1 Schumann, Johann M. Ph. 1 Soffritti, Gabriele 1 Zeger, Scott L. all top 5 Cited in 15 Serials 3 Computational Statistics and Data Analysis 2 Journal of Multivariate Analysis 1 Journal of the American Statistical Association 1 Journal of Computational and Applied Mathematics 1 Acta Applicandae Mathematicae 1 Journal of Classification 1 Annals of Operations Research 1 Statistical Papers 1 Annals of Mathematics and Artificial Intelligence 1 Journal of Applied Statistics 1 Statistical Applications in Genetics and Molecular Biology 1 The Annals of Applied Statistics 1 Statistics Surveys 1 Statistics and Computing 1 Statistics for Biology and Health Cited in 5 Fields 16 Statistics (62-XX) 3 Numerical analysis (65-XX) 2 Computer science (68-XX) 2 Biology and other natural sciences (92-XX) 1 General and overarching topics; collections (00-XX) Citations by Year