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flexmix

swMATH ID: 6087
Software Authors: Friedrich Leisch; Bettina Grün
Description: R package flexmix: Flexible Mixture Modeling , FlexMix implements a general framework for finite mixtures of regression models using the EM algorithm. FlexMix provides the E-step and all data handling, while the M-step can be supplied by the user to easily define new models. Existing drivers implement mixtures of standard linear models, generalized linear models and model-based clustering.
Homepage: http://cran.r-project.org/web/packages/flexmix/
Source Code: https://github.com/cran/flexmix
Dependencies: R; lattice, modeltools (≥ 0.2-16), multcomp
Keywords: concomitant variable; finite mixture; fixed effect; generalized linear model; \(R\)
Related Software: R; mclust; mixtools; flexCWM; Rmixmod; PGMM; poLCA; UCI-ml; lme4; cluster (R); SAS; bootstrap; fpc; Latent GOLD; ContaminatedMixt; MASS (R); TCLUST; nlme; glmnet; MULTIMIX
Cited in: 107 Publications
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Cited by 215 Authors

14 Punzo, Antonio
10 Ingrassia, Salvatore
5 Galimberti, Giuliano
5 McNicholas, Paul D.
5 Soffritti, Gabriele
4 McLachlan, Geoffrey John
4 Nguyen, Hien Duy
3 Grün, Bettina
3 Leisch, Friedrich
3 Minotti, Simona Caterina
3 Murphy, Thomas Brendan
3 Vittadini, Giorgio
2 Bagirov, Adil M.
2 Böhning, Dankmar
2 Jaki, Thomas F.
2 Lloyd-Jones, Luke R.
2 MacDonald, Iain Lachie
2 Michael, Semhar
2 Nummi, Tapio
2 Schlittgen, Rainer
2 Scrucca, Luca
2 Subedi, Sanjeena
2 Taheri, Sona
2 Tutz, Gerhard E.
2 Van Horn, M. Lee
2 Wang, Wan-Lun
2 Young, Derek Scott
2 Zucchini, Walter
1 Abdalla, Abdelbaset
1 Achcar, Jorge Alberto
1 Ahonen, Ilmari
1 Akakpo, Rexford M.
1 Alfó, Macro
1 Anderlucci, Laura
1 Andersen, Mikkel Meyer
1 Aubin, Louise
1 Auder, Benjamin
1 Azzalini, Adelchi
1 Badescu, Andrei L.
1 Bagnato, Luca
1 Bar-Hen, Avner
1 Barbiero, Alessandro
1 Bashir, Shaheena
1 Benites, Luis
1 Berger, Moritz
1 Bermúdez, Lluís
1 Biernacki, Christophe
1 Böhning, Walailuck
1 Bordes, Laurent
1 Browne, Ryan P.
1 Bry, Xavier
1 Bühlmann, Peter
1 Cabral, Celso Rômulo Barbosa
1 Campbell, David A.
1 Cao, Yurong R.
1 Cappé, Olivier
1 Carter, Edward M.
1 Castro, Luis Mauricio
1 Cepeda-Cuervo, Edilberto
1 Ceulemans, Eva
1 Chan, Jennifer So Kuen
1 Chen, Cathy W. S.
1 Chen, Qian
1 Cheon, Sooyoung
1 Ciarleglio, Adam
1 Cimen, Emre
1 Cucala, Lionel
1 Dang, Utkarsh J.
1 Dean, Nema
1 Delong, Łukasz
1 DeSarbo, Wayne S.
1 Devijver, Emilie
1 Diani, Cecilia
1 Eriksen, Poul Svante
1 Erol, Hamza
1 Fegatelli, Danilo Alunni
1 Ferraro, Maria Brigida
1 Filzmoser, Peter
1 Fisher, Nicholas I.
1 Flynt, Abby
1 Fop, Michael
1 Fung, Tsz Chai
1 Gao, Xin
1 García-Escudero, Luis Angel
1 Garel, Bernard Bertrand
1 Garrido Lopera, Liliana
1 Gassiat, Elisabeth
1 Gelman, Andrew
1 Genge, Ewa
1 Giacofci, Madison
1 Giordani, Paolo E.
1 Gordaliza, Alfonso
1 Gormley, Isobel Claire
1 Greco, Luca
1 Greselin, Francesca
1 Hakanen, Tiina
1 Hand, Paul E.
1 Harjunmaa, Ulla
1 Harring, Jeffrey R.
1 Heggeseth, Brianna C.
...and 115 more Authors
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Cited in 48 Serials

16 Computational Statistics and Data Analysis
11 Journal of Classification
7 Advances in Data Analysis and Classification. ADAC
4 Psychometrika
4 Computational Statistics
4 The Annals of Applied Statistics
3 Insurance Mathematics & Economics
3 Journal of Applied Statistics
3 Journal of Computational and Graphical Statistics
3 Statistics and Computing
2 Biometrics
2 Communications in Statistics. Simulation and Computation
2 Communications in Statistics. Theory and Methods
2 Test
2 Statistical Modelling
2 Statistical Methods and Applications
2 Monographs on Statistics and Applied Probability
2 Computational & Mathematical Methods in Medicine
2 AStA. Advances in Statistical Analysis
2 Electronic Journal of Statistics
1 The American Statistician
1 Metrika
1 Annals of the Institute of Statistical Mathematics
1 Applied Mathematics and Computation
1 Biometrical Journal
1 Journal of the American Statistical Association
1 Journal of Computational and Applied Mathematics
1 Statistics & Probability Letters
1 Econometric Reviews
1 Neural Computation
1 European Journal of Operational Research
1 Journal of Statistical Computation and Simulation
1 Statistical Papers
1 Australian & New Zealand Journal of Statistics
1 Journal of the Royal Statistical Society. Series B. Statistical Methodology
1 OR Spectrum
1 ASTIN Bulletin
1 Statistical Methodology
1 Journal of the Korean Statistical Society
1 Journal of Statistical Theory and Practice
1 JP Journal of Biostatistics
1 Statistics Surveys
1 Information and Inference
1 Journal of Theoretical Biology
1 Springer Series in Statistics
1 Use R!
1 Chapman & Hall/CRC Computer Science & Data Analysis Series
1 Behaviormetrics: Quantitative Approaches to Human Behavior

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