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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

Install

install.packages('refund.wave')

Monthly Downloads

12

Version

0.1

License

GPL (>= 2)

Maintainer

Adam Ciarleglio

Last Published

July 11th, 2014

Functions in refund.wave (0.1)

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