Functional principal components analysis

Run functional Principal Components Analysis to build alternative classification model for each TLC stage
Set  smoothing parameter value to apply to principal components analysis functional  parameter objects and the number of principal components to retain
Create  functional parameter object for each model component using selected fPCA  smoothing parameter value and run fPCA
Compile  matrix of harmonic functions for the retained components of each patent  indicator data object
Compile  matrix of principal components analysis scores for the retained components of  each patent indicator data object