flexmix: Flexible Mixture Modeling

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.

Package details

AuthorBettina Gruen [aut, cre] (<https://orcid.org/0000-0001-7265-4773>), Friedrich Leisch [aut] (<https://orcid.org/0000-0001-7278-1983>), Deepayan Sarkar [ctb] (<https://orcid.org/0000-0003-4107-1553>), Frederic Mortier [ctb], Nicolas Picard [ctb] (<https://orcid.org/0000-0001-5548-9171>)
MaintainerBettina Gruen <[email protected]>
LicenseGPL (>= 2)
Version2.3-15
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("flexmix")

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flexmix documentation built on May 2, 2019, 7:02 a.m.