summary.fabMix.object {fabMix}

Summary method

Description

S3 method for printing a summary of a fabMix.object.

Usage

## S3 method for class 'fabMix.object'
summary(object, quantile_probs, ...)

Arguments

object

An object of class fabMix.object, which is returned by the fabMix function.

quantile_probs

A vector of quantiles to evaluate for each variable.

...

Ignored.

Details

The function prints and returns a summary of the estimated posterior means for the parameters of the selected model for a fabMix.object. In particular, the method prints the ergodic means of the mixing proportions, marginal means and covariance matrix per component, as well as the corresponding quantiles.

Value

A list consisting of the following entries:

alive_cluster_labels

The labels of the “alive” components of the overfitting mixture model.

posterior_means

Posterior means of mixing proportion, marginal means and covariance matrix per (alive) cluster.

quantiles

A matrix containing the quantiles for each parameter.

Note

The summary function of the coda package to the mcmc object object$mcmc is used for computing quantiles.

Author(s)

Panagiotis Papastamoulis