Predict Cluster Membership for New Functional Data

Assigns new functional observations to clusters using a fitted GMM.

Usage

# S3 method for class 'cluster.gmm'
predict(object, newdata, new.covariates = NULL, ...)

Arguments

object

A fitted 'cluster.gmm' object.

newdata

An fdata object of new curves.

new.covariates

Optional matrix of covariates for new data.

...

Additional arguments (ignored).

Value

A list with cluster (assignments) and membership (probabilities).