# Functional LARS

## Documentation for package ‘flars’ version 1.0

- DESCRIPTION file.

## Help Pages

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.