Functional LARS

Documentation for package ‘flars’ version 1.0

flars-package	Functional least angle regression for functional linear regression with scalar response and mixed scalar and functional covariates.
data_generation	Data generation function for examples.
fccaGen	Functional canonical correlation analysis between a scalar variable and a list of mixed scalar and functional variables.
fccaXX	Canonical correlation analysis between two groups of mixed functional and scalar variables
fccaXXcv	This function finds the best smoothing parameter for the canonical correlation analysis for both groups of variables by using leave-one-out (sample) cross validation. The criterion here is to maximise the first canonical correlation.
flars	Functional least angle regression.
flars_TrainTest	Internal function for doing simulation using functional lars.
predict.flars	Prediction for functional least angle regression.
RealDa	A subset of real data from Limbs Alive project.