Quotation Grün, Bettina, Leisch, Friedrich. 2008. Flexmix Version 2: Finite Mixtures With Concomitant Variables and Varying and Constant Parameters. Journal of Statistical Software 28 (4): 1-35.


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Abstract

exmix provides infrastructure for exible fitting of finite mixture models in R using the expectation-maximization (EM) algorithm or one of its variants. The functionality of the package was enhanced. Now concomitant variable models as well as varying and constant parameters for the component specific generalized linear regression models can be fitted. The application of the package is demonstrated on several examples, the implementation described and examples given to illustrate how new drivers for the component specific models and the concomitant variable models can be defined.

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Publication's profile

Status of publication Published
Affiliation WU
Type of publication Journal article
Journal Journal of Statistical Software
Citation Index SCI
WU-Journal-Rating new FIN-A
Language English
Title Flexmix Version 2: Finite Mixtures With Concomitant Variables and Varying and Constant Parameters
Volume 28
Number 4
Year 2008
Page from 1
Page to 35
Reviewed? Y
URL http://www.jstatsoft.org/v28/i04/paper

Associations

Projects
Modelling Unobserved Heterogeneity Using Mixtures
People
Grün, Bettina (Details)
External
Leisch, Friedrich (Austria)
Organization
Institute for Statistics and Mathematics IN (Details)
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