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flexmix

swMATH ID: 6087
Software Authors: Leisch, Friedrich; Grün, Bettina
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; poLCA; glmnet; UCI-ml; SAS; PGMM; lme4; MASS (R); AS 136; lcmm; Latent GOLD; fpc; cluster (R); mixAK; depmixS4; e1071
Cited in: 133 Documents

Standard Articles

3 Publications describing the Software, including 1 Publication in zbMATH Year
FlexMix Version 2: Finite Mixtures with Concomitant Variables and Varying and Constant Parameters Link
Friedrich Leisch; Bettina Grün
2008
Fitting finite mixtures of generalized linear regressions in R. Zbl 1445.62192
Grün, Bettina; Leisch, Friedrich
2007
FlexMix: A General Framework for Finite Mixture Models and Latent Class Regression in R Link
Friedrich Leisch
2004
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Cited by 278 Authors

15 Punzo, Antonio
11 Ingrassia, Salvatore
5 Galimberti, Giuliano
5 McNicholas, Paul D.
5 Soffritti, Gabriele
4 Grün, Bettina
4 McLachlan, Geoffrey John
4 Nguyen, Hien Duy
4 Young, Derek Scott
3 Karlis, Dimitris
3 Komárek, Arnošt
3 Leisch, Friedrich
3 Minotti, Simona Caterina
3 Murphy, Thomas Brendan
3 Tutz, Gerhard E.
3 Vittadini, Giorgio
2 Bagirov, Adil M.
2 Bermúdez, Lluís
2 Böhning, Dankmar
2 Browne, Ryan P.
2 Bry, Xavier
2 Di Mari, Roberto
2 Fung, Tsz Chai
2 Jaki, Thomas F.
2 Lloyd-Jones, Luke R.
2 MacDonald, Iain Lachie
2 Michael, Semhar
2 Miljkovic, Tatjana
2 Nummi, Tapio
2 Picard, Nicolas
2 Schlittgen, Rainer
2 Scrucca, Luca
2 Subedi, Sanjeena
2 Taheri, Sona
2 Van Horn, M. Lee
2 Vávra, Jan
2 Wang, Wan-Lun
2 Wüthrich, Mario Valentin
2 Yao, Weixin
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 Baya, Fidèle
1 Benedet, Fabrice
1 Benites, Luis E.
1 Berger, Moritz
1 Bien, Jacob
1 Biernacki, Christophe
1 Böhning, Walailuck
1 Bordes, Laurent
1 Borzelli, Daniele
1 Bougeard, Stéphanie
1 Bühlmann, Peter
1 Cabral, Celso Rômulo Barbosa
1 Campbell, David A.
1 Cao, Yurong R.
1 Cape, Mattias Rolf
1 Cappé, Olivier
1 Carter, Edward M.
1 Castro, Luis Mauricio
1 Cepeda-Cuervo, Edilberto
1 Ceulemans, Eva
1 Chalise, Prabhakar
1 Chan, Jennifer So Kuen
1 Chen, Andy W.
1 Chen, Cathy W. S.
1 Chen, Qian
1 Chen, Xi
1 Cheon, Sooyoung
1 Ciarleglio, Adam
1 Cimen, Emre
1 Claeys, Florian
1 Cornu, Guillaume
1 Cucala, Lionel
1 Dai, Hongsheng
1 Dang, Utkarsh J.
1 d’Avella, Andrea
1 De Nicola, Giacomo
1 Dean, Nema
1 Delong, Łukasz
1 DeSarbo, Wayne S.
1 Devijver, Emilie
1 Diani, Cecilia
1 Dimova, Rositsa B.
1 Eriksen, Poul Svante
1 Erol, Hamza
1 Fang, Xiaoqiong
...and 178 more Authors
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Cited in 53 Serials

17 Computational Statistics and Data Analysis
12 Journal of Classification
10 Advances in Data Analysis and Classification. ADAC
6 The Annals of Applied Statistics
5 Computational Statistics
4 Psychometrika
4 Journal of Applied Statistics
4 Statistics and Computing
3 Biometrics
3 International Statistical Review
3 Insurance Mathematics & Economics
3 Test
3 Statistical Modelling
3 Statistical Methods and Applications
3 Journal of Computational and Graphical Statistics
2 The American Statistician
2 Biometrical Journal
2 Communications in Statistics. Simulation and Computation
2 Communications in Statistics. Theory and Methods
2 Journal of Statistical Computation and Simulation
2 OR Spectrum
2 Monographs on Statistics and Applied Probability
2 Computational & Mathematical Methods in Medicine
2 Journal of Statistical Theory and Practice
2 AStA. Advances in Statistical Analysis
2 Electronic Journal of Statistics
1 Metrika
1 Annals of the Institute of Statistical Mathematics
1 Applied Mathematics and Computation
1 Journal of the American Statistical Association
1 Journal of Computational and Applied Mathematics
1 Statistica Neerlandica
1 Statistics & Probability Letters
1 Econometric Reviews
1 Neural Computation
1 European Journal of Operational Research
1 Statistical Papers
1 Australian & New Zealand Journal of Statistics
1 Journal of the Royal Statistical Society. Series B. Statistical Methodology
1 ASTIN Bulletin
1 Statistical Applications in Genetics and Molecular Biology
1 North American Actuarial Journal
1 Statistical Methodology
1 Journal of the Korean Statistical Society
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
1 Environmetrics

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