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refund.wave (version 0.1)
Wavelet-Domain Regression with Functional Data
Description
Methods for regressing scalar responses on functional or image predictors, via transformation to the wavelet domain and back.
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Version
Version
0.1
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Install
install.packages('refund.wave')
Monthly Downloads
11
Version
0.1
License
GPL (>= 2)
Maintainer
Adam Ciarleglio
Last Published
July 11th, 2014
Functions in refund.wave (0.1)
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wnet
Generalized elastic net in the wavelet domain
plot.wcr/wnet
Default plotting for wavelet-domain scalar-on-function regression
gasoline
Octane numbers and NIR spectra of gasoline
refund.wave-internal
Internal functions for the refund.wave package
wcr
Principal component regression and partial least squares in the wavelet domain
refund.wave-package
Wavelet-Domain Regression with Functional Data
pre-/post-process
Generic functions for transforming scalar-on-function regression to the wavelet domain and back
wcr/wnet.perm
Permutation test for wavelet-domain scalar-on-function regression