MoEClust (version 1.6.0)

MoE_plotLogLik: Plot the Log-Likelihood of a MoEClust Mixture Model

Description

Plots the log-likelihood at every iteration of the EM/CEM algorithm used to fit a MoEClust mixture model.

Usage

MoE_plotLogLik(res,
               type = "l",
               xlab = "Iteration",
               ylab = "Log-Likelihood",
               xaxt = "n",
               ...)

Value

A plot of the log-likelihood versus the number EM iterations. A list with the vector of log-likelihood values and the final value at convergence can also be returned invisibly.

Arguments

res

An object of class "MoEClust" generated by MoE_clust, or an object of class "MoECompare" generated by MoE_compare. Models with a noise component are facilitated here too.

type, xlab, ylab, xaxt

These graphical parameters retain their usual definitions from plot.

...

Catches unused arguments, or additional arguments to be passed to plot.

Author

Keefe Murphy - <>

See Also

MoE_clust, plot.MoEClust,

Examples

data(ais)
res <- MoE_clust(ais[,3:7], gating= ~ BMI, expert= ~ sex, tau0=0.1,
                 G=2, modelNames="EVE", network.data=ais)
(ll <- MoE_plotLogLik(res))