Package: norMmix 0.2-0

norMmix: Direct MLE for Multivariate Normal Mixture Distributions

Multivariate Normal (i.e. Gaussian) Mixture Models (S3) Classes. Fitting models to data using 'MLE' (maximum likelihood estimation) for multivariate normal mixtures via smart parametrization using the 'LDL' (Cholesky) decomposition, see McLachlan and Peel (2000, ISBN:9780471006268), Celeux and Govaert (1995) <doi:10.1016/0031-3203(94)00125-6>.

Authors:Nicolas Trutmann [aut, cre], Martin Maechler [aut, ths]

norMmix_0.2-0.tar.gz
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norMmix_0.2-0.tgz(r-4.4-any)norMmix_0.2-0.tgz(r-4.3-any)
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norMmix.pdf |norMmix.html✨
norMmix/json (API)

Peer review:

Bug tracker:https://github.com/trn000/normmix/issues

On CRAN:

gaussian-mixture-modelsmaximum-likelihood-estimationr-language

42 exports 1.32 score 5 dependencies 2 scripts 139 downloads

Last updated 13 days agofrom:cba5688dd5. Checks:OK: 1 NOTE: 6. Indexed: yes.

Exports:claraInitclr1clr1invdfnMmdnorMmixellipsePtsldlllmvtnormllnorMmixmclVVVinitMW21MW210MW211MW212MW213MW214MW215MW22MW23MW24MW25MW26MW27MW28MW29MW31MW32MW33MW34MW51nMm2parnor1toMmixnorMmixnorMmixMLEnparpar2nMmplot2dplotndrnorMmixsllnorMmixssClara2kLTrubetskoy10

Dependencies:clusterMASSmclustmvtnormsfsmisc