refund.wave: Wavelet-Domain Regression with Functional Data
Version 0.1

Methods for regressing scalar responses on functional or image predictors, via transformation to the wavelet domain and back.

Browse man pages Browse package API and functions Browse package files

AuthorLan Huo, Philip Reiss and Yihong Zhao
Date of publication2014-07-11 23:41:47
MaintainerAdam Ciarleglio <Adam.Ciarleglio@nyumc.org>
LicenseGPL (>= 2)
Version0.1
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("refund.wave")

Man pages

gasoline: Octane numbers and NIR spectra of gasoline
plot.wcr-and-plot.wnet: Default plotting for wavelet-domain scalar-on-function...
pre-and-postprocess: Generic functions for transforming scalar-on-function...
refund.wave-internal: Internal functions for the refund.wave package
refund.wave-package: Wavelet-Domain Regression with Functional Data
wcr: Principal component regression and partial least squares in...
wnet: Generalized elastic net in the wavelet domain
wnet.perm-and-wcr.perm: Permutation test for wavelet-domain scalar-on-function...

Functions

Data2wd Man page Source code
checkError Man page Source code
decomp Man page Source code
decomp2d Man page Source code
decomp3d Man page Source code
decorrelate Man page Source code
gasoline Man page
getRsq Man page Source code
plot.wcr Man page
plot.wnet Man page
reconstr Man page Source code
reconstr2d Man page Source code
reconstr3d Man page Source code
refund.wave Man page
refund.wave-package Man page
waveletGetCV Man page Source code
waveletGetResult Man page
waveletSetup Man page Source code
wcr Man page Source code
wcr.perm Man page Source code
wd2fhat Man page Source code
wnet Man page Source code
wnet.perm Man page Source code

Files

NAMESPACE
data
data/gasoline.RData
R
R/wcr.perm.R
R/reconstr.R
R/wnet.perm.R
R/Data2wd.R
R/wd2fhat.R
R/decomp2d.R
R/plot.wnet-and-plot.wcr.R
R/reconstr3d.R
R/wUtil.R
R/reconstr2d.R
R/decomp3d.R
R/decomp.R
R/wcr.R
R/wnet.R
MD5
DESCRIPTION
man
man/gasoline.Rd
man/refund.wave-internal.Rd
man/pre-and-postprocess.Rd
man/wcr.Rd
man/plot.wcr-and-plot.wnet.Rd
man/refund.wave-package.Rd
man/wnet.perm-and-wcr.perm.Rd
man/wnet.Rd
refund.wave documentation built on May 19, 2017, 10:35 p.m.