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logLik.Mclust

Log-Likelihood of a Mclust object

Description

Returns the log-likelihood for a 'Mclust' object.

Usage

## S3 method for class 'Mclust'
logLik(object, ...)

Arguments

object

an object of class 'Mclust' resulting from a call to Mclust.
...

further arguments passed to or from other methods.

Value

Returns an object of class 'logLik' with an element providing the maximized log-likelihood, and further arguments giving the number of (estimated) parameters in the model ("df") and the sample size ("nobs").

Author(s)

Luca Scrucca

See Also

Examples

irisMclust <- Mclust(iris[,1:4])
summary(irisMclust)
logLik(irisMclust)
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

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