Module regression 

Regression functions for functional data.

This module provides functional PCA, PLS, and ridge regression.

Structs

FpcaResult

Result of functional PCA.

PlsResult

Result of PLS regression.

RidgeResult

Result of ridge regression fit.

Functions

fdata_to_pc_1d

Perform functional PCA via SVD on centered data.

fdata_to_pls_1d

Perform PLS via NIPALS algorithm.

ridge_regression_fit

Fit ridge regression.