flars: Functional LARS
Version 1.0

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

Browse man pages Browse package API and functions Browse package files

AuthorYafeng Cheng, Jian Qing Shi
Date of publication2016-06-03 20:02:02
MaintainerYafeng Cheng <yafeng.cheng@mrc-bsu.cam.ac.uk>
LicenseGPL (>= 2)
Version1.0
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("flars")

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.

Functions

FccaXYdir Source code Source code
FccaXYdir0 Source code Source code
GenWeight Source code
RealDa Man page
add_shape Source code
cov.linear Source code
cov.pow.ex Source code
cp Source code
data_generation Man page Source code
f_var_from_f_independent Source code
fccaGen Man page Source code
fccaPre Source code
fccaXX Man page Source code
fccaXXcv Man page Source code
flars Man page Source code
flars-package Man page Man page
flars_TrainTest Man page Source code
get2L Source code
getL Source code
ind_fv_gen Source code
mat2fd Source code
plot_fm Source code
predict.flars Man page Source code
ran_fv_gen Source code
rmse Source code
tcp Source code
xixj Source code
xixj_sta Source code

Files

inst
inst/extdata
inst/extdata/GQ.rds
src
src/Makevars
src/FccaXYdir.cpp
src/Makevars.win
src/RcppExports.cpp
NAMESPACE
data
data/RealDa.rda
data/datalist
R
R/flarsGen.R
R/RcppExports.R
MD5
DESCRIPTION
man
man/data_generation.Rd
man/flars-package.Rd
man/predict.flars.Rd
man/flars_TrainTest.Rd
man/fccaXXcv.Rd
man/RealDa.Rd
man/fccaXX.Rd
man/fccaGen.Rd
man/flars.Rd
flars documentation built on May 19, 2017, 7:37 p.m.