Principal Component Analysis for functional data
Description
I will walk the audience through the Python implementation of functional PCA, as follow: General PCA expansion, PCA solution for univariate functional data, PCA solution for multivariate functional data, Numpy implementation and test, generate a synthetic correlated functional dataset, Conclusions.