refund.wave: Wavelet-Domain Regression with Functional Data

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

Author
Lan Huo, Philip Reiss and Yihong Zhao
Date of publication
2014-08-28 18:46:23
Maintainer
Lan Huo <lan.huo@nyumc.org>
License
GPL (>= 2)
Version
0.1

View on R-Forge

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...

Files in this package

refund.wave/DESCRIPTION
refund.wave/NAMESPACE
refund.wave/R
refund.wave/R/Data2wd.R
refund.wave/R/decomp.R
refund.wave/R/decomp2d.R
refund.wave/R/decomp3d.R
refund.wave/R/plot.wnet-and-plot.wcr.R
refund.wave/R/reconstr.R
refund.wave/R/reconstr2d.R
refund.wave/R/reconstr3d.R
refund.wave/R/wUtil.R
refund.wave/R/wcr.R
refund.wave/R/wcr.perm.R
refund.wave/R/wd2fhat.R
refund.wave/R/wnet.R
refund.wave/R/wnet.perm.R
refund.wave/data
refund.wave/data/gasoline.RData
refund.wave/man
refund.wave/man/gasoline.Rd
refund.wave/man/plot.wcr-and-plot.wnet.Rd
refund.wave/man/pre-and-postprocess.Rd
refund.wave/man/refund.wave-internal.Rd
refund.wave/man/refund.wave-package.Rd
refund.wave/man/wcr.Rd
refund.wave/man/wnet.Rd
refund.wave/man/wnet.perm-and-wcr.perm.Rd