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flexmix  

Flexible Mixture Modeling
View on CRAN: Click here


Download and install flexmix package within the R console
Install from CRAN:
install.packages("flexmix")

Install from Github:
library("remotes")
install_github("cran/flexmix")

Install by package version:
library("remotes")
install_version("flexmix", "2.3-20")



Attach the package and use:
library("flexmix")
Maintained by
Bettina Gruen
[Scholar Profile | Author Map]
First Published: 2003-07-09
Latest Update: 2023-03-16
Description:
A general framework for finite mixtures of regression models using the EM algorithm is implemented. The E-step and all data handling are provided, 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.
How to cite:
Bettina Gruen (2003). flexmix: Flexible Mixture Modeling. R package version 2.3-20, https://cran.r-project.org/web/packages/flexmix. Accessed 10 Apr. 2025.
Previous versions and publish date:
0.7-0 (2003-07-09 12:36), 0.7-1 (2003-09-03 18:44), 0.9-0 (2004-04-19 11:14), 0.9-2 (2004-10-01 10:39), 1.0-0 (2004-10-19 20:27), 1.1-0 (2005-01-03 17:12), 1.1-1 (2005-10-31 14:08), 1.1-2 (2006-05-11 17:14), 2.0-0 (2007-05-03 19:22), 2.0-1 (2007-09-11 14:39), 2.0-2 (2008-03-26 11:26), 2.1-0 (2008-05-09 11:31), 2.2-0 (2008-10-03 00:00), 2.2-3 (2009-05-29 13:43), 2.2-4 (2009-12-16 09:09), 2.2-5 (2010-02-26 15:28), 2.2-6 (2010-06-01 18:11), 2.2-7 (2010-06-25 07:45), 2.2-8 (2010-08-06 14:45), 2.2-9 (2010-10-11 12:00), 2.2-10 (2010-11-03 08:40), 2.2-11 (2010-11-22 16:21), 2.3-1 (2010-12-21 18:03), 2.3-2 (2011-01-08 09:31), 2.3-3 (2011-01-24 19:31), 2.3-4 (2011-02-28 11:31), 2.3-5 (2011-04-24 08:08), 2.3-6 (2012-01-12 10:04), 2.3-7 (2012-03-21 13:52), 2.3-8 (2012-05-09 10:59), 2.3-9 (2013-02-05 11:40), 2.3-10 (2013-02-13 06:14), 2.3-11 (2013-09-27 20:45), 2.3-12 (2014-09-24 17:27), 2.3-13 (2015-01-17 18:51), 2.3-14 (2017-04-28 09:28), 2.3-15 (2019-02-18 23:00), 2.3-17 (2020-10-12 10:19), 2.3-18 (2022-06-07 18:40), 2.3-19 (2023-03-16 21:50)
Other packages that cited flexmix R package
View flexmix citation profile
Other R packages that flexmix depends, imports, suggests or enhances
Complete documentation for flexmix
Functions, R codes and Examples using the flexmix R package
Some associated functions: AIC-methods . BIC-methods . BregFix . EIC . ExLinear . ExNPreg . ExNclus . FLXMCdist1 . FLXMCfactanal . FLXMCmvcombi . FLXMCmvpois . FLXMRcondlogit . FLXMRglmnet . FLXMRlmer . FLXMRlmmc . FLXMRmgcv . FLXMRmultinom . FLXMRrobglm . FLXMRziglm . FLXP-class . FLXbclust . FLXcomponent-class . FLXconcomitant . FLXcontrol-class . FLXdist-class . FLXdist . FLXfit . FLXglm . FLXglmFix . FLXmclust . FLXmodel-class . FLXnested-class . ICL . KLdiv . Lapply-methods . Mehta . NregFix . betablocker . bioChemists . boot . candy . dmft . fabricfault . fitted . flexmix-class . flexmix-internal . flexmix . group . logLik-methods . patent . plot-methods . plotEll . posterior . refit . relabel . rflexmix . salmonellaTA98 . seizure . stepFlexmix . tribolium . trypanosome . whiskey . 
Some associated R codes: FLXMCdist1.R . allClasses.R . allGenerics.R . boot.R . concomitant.R . condlogit.R . examples.R . factanal.R . flexmix.R . flexmixFix.R . flxdist.R . flxmcmvpois.R . flxmcsparse.R . glmFix.R . glmnet.R . group.R . infocrit.R . initFlexmix.R . kldiv.R . lattice.R . lmer.R . lmm.R . lmmc.R . mgcv.R . models.R . multinom.R . plot-FLXboot.R . plot-flexmix.R . plot-refit.R . plot.R . rFLXmodel.R . refit.R . relabel.R . rflexmix.R . robust.R . stepFlexmix.R . utils.R . z.R . ziglm.R .  Full flexmix package functions and examples
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