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flars (version 1.0)

Functional LARS

Description

Variable selection algorithm for functional linear regression with scalar response variable and mixed scalar/functional predictors.

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Version

Install

install.packages('flars')

Monthly Downloads

7

Version

1.0

License

GPL (>= 2)

Maintainer

Yafeng Cheng

Last Published

June 3rd, 2016

Functions in flars (1.0)

predict.flars

Prediction for functional least angle regression.
flars_TrainTest

Internal function for doing simulation using functional lars.
flars

Functional least angle regression.
RealDa

A subset of real data from Limbs Alive project.
fccaXX

Canonical correlation analysis between two groups of mixed functional and scalar variables
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.
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-package

Functional least angle regression for functional linear regression with scalar response and mixed scalar and functional covariates.