flars: Functional LARS

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

Author
Yafeng Cheng, Jian Qing Shi
Date of publication
2016-06-03 20:02:02
Maintainer
Yafeng Cheng <yafeng.cheng@mrc-bsu.cam.ac.uk>
License
GPL (>= 2)
Version
1.0

View on CRAN

Man pages

data_generation
Data generation function for examples.
fccaGen
Functional canonical correlation analysis between a scalar...
fccaXX
Canonical correlation analysis between two groups of mixed...
fccaXXcv
This function finds the best smoothing parameter for the...
flars
Functional least angle regression.
flars-package
Functional least angle regression for functional linear...
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.

Files in this package

flars
flars/inst
flars/inst/extdata
flars/inst/extdata/GQ.rds
flars/src
flars/src/Makevars
flars/src/FccaXYdir.cpp
flars/src/Makevars.win
flars/src/RcppExports.cpp
flars/NAMESPACE
flars/data
flars/data/RealDa.rda
flars/data/datalist
flars/R
flars/R/flarsGen.R
flars/R/RcppExports.R
flars/MD5
flars/DESCRIPTION
flars/man
flars/man/data_generation.Rd
flars/man/flars-package.Rd
flars/man/predict.flars.Rd
flars/man/flars_TrainTest.Rd
flars/man/fccaXXcv.Rd
flars/man/RealDa.Rd
flars/man/fccaXX.Rd
flars/man/fccaGen.Rd
flars/man/flars.Rd