mclust: mclustLoglik – R documentation

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mclustLoglik

Log-likelihood from a table of BIC values for parameterized Gaussian mixture models

Description

Compute the maximal log-likelihood from a table of BIC values contained in a 'mclustBIC' object as returned by function mclustBIC.

Usage

mclustLoglik(object, ...)

Arguments

`object`	An object of class `'mclustBIC'` containing the BIC values as returned by a call to `mclustBIC`.
`...`	Catches unused arguments in an indirect or list call via `do.call`.

Value

An object of class 'mclustLoglik' containing the maximal log-likelihood values for the Gaussian mixture models provided as input.

Examples

BIC <- mclustBIC(iris[,1:4])
mclustLoglik(BIC)

mclust

Gaussian Mixture Modelling for Model-Based Clustering, Classification, and Density Estimation

v5.4.10

GPL (>= 2)

Authors

Chris Fraley [aut], Adrian E. Raftery [aut] (<https://orcid.org/0000-0002-6589-301X>), Luca Scrucca [aut, cre] (<https://orcid.org/0000-0003-3826-0484>), Thomas Brendan Murphy [ctb] (<https://orcid.org/0000-0002-5668-7046>), Michael Fop [ctb] (<https://orcid.org/0000-0003-3936-2757>)

Initial release

2022-05-20