refund-package

refund

Methods for regression with functional data. Various approaches to regression with scalar responses and functional predictors are implemented by <code>pfr</code>, <code>peer</code>, <code>lpeer</code> and <code>fpcr</code>. For regression with functional responses, see <code>pffr</code>, <code>fosr</code>, and <code>fosr2s</code>.

 package

Methods for regression for functional
data, including function-on-scalar, scalar-on-function, and
function-on-function regression. Some of the functions are applicable to
image data.

Julia Wrobel

Regression with Functional Data

Jeff Goldsmith

Fabian Scheipl

Lei Huang

Chongzhi Di

Jonathan Gellar

Jaroslaw Harezlak

Bruce Swihart

Luo Xiao

Ciprian Crainiceanu

Yakuan Chen

Sonja Greven

Lan Huo

So Young Park

Ana-Maria Staicu

Erjia Cui

Ruonan Li

Zheyuan Li

refund-package function

Authors:
Jeff Goldsmith <a href="/link/jeff.goldsmith%40columbia.edu?package=refund&version=0.1-31" data-mini-rdoc="refund::jeff.goldsmith@columbia.edu">jeff.goldsmith@columbia.edu</a>, Fabian Scheipl <a href="/link/fabian.scheipl%40stat.uni-muenchen.de?package=refund&version=0.1-31" data-mini-rdoc="refund::fabian.scheipl@stat.uni-muenchen.de">fabian.scheipl@stat.uni-muenchen.de</a>, Lei Huang <a href="/link/huangracer%40gmail.com?package=refund&version=0.1-31" data-mini-rdoc="refund::huangracer@gmail.com">huangracer@gmail.com</a>, Julia Wrobel <a href="/link/jw3134%40cumc.columbia.edu?package=refund&version=0.1-31" data-mini-rdoc="refund::jw3134@cumc.columbia.edu">jw3134@cumc.columbia.edu</a>, Jonathan Gellar <a href="/link/jgellar1%40jhu.edu?package=refund&version=0.1-31" data-mini-rdoc="refund::jgellar1@jhu.edu">jgellar1@jhu.edu</a>, Jaroslaw Harezlak, Mathew W. McLean <a href="/link/mathew.w.mclean%40gmail.com?package=refund&version=0.1-31" data-mini-rdoc="refund::mathew.w.mclean@gmail.com">mathew.w.mclean@gmail.com</a>, Bruce Swihart <a href="/link/bswihart%40jhsph.edu?package=refund&version=0.1-31" data-mini-rdoc="refund::bswihart@jhsph.edu">bswihart@jhsph.edu</a>, Luo Xiao <a href="/link/lxiao%40jhsph.edu?package=refund&version=0.1-31" data-mini-rdoc="refund::lxiao@jhsph.edu">lxiao@jhsph.edu</a>, Ciprian Crainiceanu <a href="/link/ccrainic%40jhsph.edu?package=refund&version=0.1-31" data-mini-rdoc="refund::ccrainic@jhsph.edu">ccrainic@jhsph.edu</a>, Philip Reiss <a href="/link/phil.reiss%40nyumc.org?package=refund&version=0.1-31" data-mini-rdoc="refund::phil.reiss@nyumc.org">phil.reiss@nyumc.org</a>.Contributors:
Yakuan Chen, Sonja Greven, Lan Huo, Madan Gopal Kundu, Ana-Maria Staicu, David L. Miller, So Young Park
Maintainer: Lei Huang <a href="/link/huangracer%40gmail.com?package=refund&version=0.1-31" data-mini-rdoc="refund::huangracer@gmail.com">huangracer@gmail.com</a>

Author

Regression with Functional Data — refund-package

Authors:
Jeff Goldsmith <a href='mailto:jeff.goldsmith@columbia.edu'>jeff.goldsmith@columbia.edu</a>, Fabian Scheipl <a href='mailto:fabian.scheipl@stat.uni-muenchen.de'>fabian.scheipl@stat.uni-muenchen.de</a>, Lei Huang <a href='mailto:huangracer@gmail.com'>huangracer@gmail.com</a>, Julia Wrobel <a href='mailto:jw3134@cumc.columbia.edu'>jw3134@cumc.columbia.edu</a>, Jonathan Gellar <a href='mailto:jgellar1@jhu.edu'>jgellar1@jhu.edu</a>, Jaroslaw Harezlak, Mathew W. McLean <a href='mailto:mathew.w.mclean@gmail.com'>mathew.w.mclean@gmail.com</a>, Bruce Swihart <a href='mailto:bswihart@jhsph.edu'>bswihart@jhsph.edu</a>, Luo Xiao <a href='mailto:lxiao@jhsph.edu'>lxiao@jhsph.edu</a>, Ciprian Crainiceanu <a href='mailto:ccrainic@jhsph.edu'>ccrainic@jhsph.edu</a>, Philip Reiss <a href='mailto:phil.reiss@nyumc.org'>phil.reiss@nyumc.org</a>.

Contributors:
Yakuan Chen, Sonja Greven, Lan Huo, Madan Gopal Kundu, Ana-Maria Staicu, David L. Miller, So Young Park
Maintainer: Lei Huang <a href='mailto:huangracer@gmail.com'>huangracer@gmail.com</a>

refund-package: Regression with Functional Data

Description

Arguments

Author

Details