Wavelet-Domain Regression with Functional Data


[Up] [Top]

Documentation for package ‘refund.wave’ version 0.1

Help Pages

refund.wave-package Wavelet-Domain Regression with Functional Data
checkError Internal functions for the refund.wave package
Data2wd Generic functions for transforming scalar-on-function regression to the wavelet domain and back
decomp Internal functions for the refund.wave package
decomp2d Internal functions for the refund.wave package
decomp3d Internal functions for the refund.wave package
decorrelate Internal functions for the refund.wave package
gasoline Octane numbers and NIR spectra of gasoline
getRsq Internal functions for the refund.wave package
plot.wcr Default plotting for wavelet-domain scalar-on-function regression
plot.wnet Default plotting for wavelet-domain scalar-on-function regression
reconstr Internal functions for the refund.wave package
reconstr2d Internal functions for the refund.wave package
reconstr3d Internal functions for the refund.wave package
refund.wave Wavelet-Domain Regression with Functional Data
waveletGetCV Internal functions for the refund.wave package
waveletGetResult Internal functions for the refund.wave package
waveletSetup Internal functions for the refund.wave package
wcr Principal component regression and partial least squares in the wavelet domain
wcr.perm Permutation test for wavelet-domain scalar-on-function regression
wd2fhat Generic functions for transforming scalar-on-function regression to the wavelet domain and back
wnet Generalized elastic net in the wavelet domain
wnet.perm Permutation test for wavelet-domain scalar-on-function regression