KERE: Expectile Regression in Reproducing Kernel Hilbert Space
Version 1.0.0

An efficient algorithm inspired by majorization-minimization principle for solving the entire solution path of a flexible nonparametric expectile regression estimator constructed in a reproducing kernel Hilbert space.

Browse man pages Browse package API and functions Browse package files

AuthorYi Yang, Teng Zhang, Hui Zou
Date of publication2015-08-28 00:35:09
MaintainerYi Yang <yiyang@umn.edu>
LicenseGPL-2
Version1.0.0
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("KERE")

Man pages

as.kernelMatrix: Assing kernelMatrix class to matrix objects
cv.KERE: Cross-validation for KERE
dots: Kernel Functions
KERE: Fits the regularization paths for the kernel expectile...
kernel-class: Class "kernel" "rbfkernel" "polykernel", "tanhkernel",...
kernelMatrix: Kernel Matrix functions
plot.KERE: Plot coefficients from a "KERE" object
predict.KERE: make predictions from a "KERE" object.

Functions

KERE Man page Source code
anovadot Man page Source code
anovakernel-class Man page
as.kernelMatrix Man page
as.kernelMatrix,matrix-method Man page
as.kernelMatrix-methods Man page
besseldot Man page Source code
besselkernel-class Man page
cv.KERE Man page Source code
cvcompute Source code
dots Man page
ercls Source code
err Source code
error.bars Source code
fourierdot Man page Source code
fourierkernel-class Man page
kernel-class Man page
kernelFast Man page Source code
kernelFast,anovakernel-method Man page
kernelFast,besselkernel-method Man page
kernelFast,kernel-method Man page
kernelFast,laplacekernel-method Man page
kernelFast,polykernel-method Man page
kernelFast,rbfkernel-method Man page
kernelFast,splinekernel-method Man page Man page
kernelFast,tanhkernel-method Man page
kernelFast,vanillakernel-method Man page
kernelFast.anovakernel Source code
kernelFast.besselkernel Source code
kernelFast.laplacekernel Source code
kernelFast.polykernel Source code
kernelFast.rbfkernel Source code
kernelFast.splinekernel Source code
kernelFast.tanhkernel Source code
kernelFast.vanilla Source code
kernelMatrix Man page Source code
kernelMatrix,anovakernel-method Man page
kernelMatrix,besselkernel-method Man page
kernelMatrix,kernel-method Man page
kernelMatrix,laplacekernel-method Man page
kernelMatrix,polykernel-method Man page
kernelMatrix,rbfkernel-method Man page
kernelMatrix,splinekernel-method Man page
kernelMatrix,tanhkernel-method Man page
kernelMatrix,vanillakernel-method Man page
kernelMatrix-class Man page
kernelMatrix.anovakernel Source code
kernelMatrix.besselkernel Source code
kernelMatrix.laplacekernel Source code
kernelMatrix.polykernel Source code
kernelMatrix.rbfkernel Source code
kernelMatrix.splinekernel Source code
kernelMatrix.tanhkernel Source code
kernelMatrix.vanilla Source code
kernelMult Man page Source code
kernelMult,anovakernel,ANY-method Man page
kernelMult,besselkernel,ANY-method Man page
kernelMult,character,kernelMatrix-method Man page
kernelMult,kernel-method Man page
kernelMult,laplacekernel,ANY-method Man page
kernelMult,polykernel,ANY-method Man page
kernelMult,rbfkernel,ANY-method Man page
kernelMult,splinekernel,ANY-method Man page
kernelMult,tanhkernel,ANY-method Man page
kernelMult,vanillakernel,ANY-method Man page
kernelMult.anovakernel Source code
kernelMult.besselkernel Source code
kernelMult.character Source code
kernelMult.laplacekernel Source code
kernelMult.polykernel Source code
kernelMult.rbfkernel Source code
kernelMult.splinekernel Source code
kernelMult.tanhkernel Source code
kernelMult.vanillakernel Source code
kernelPol Man page Source code
kernelPol,anovakernel-method Man page
kernelPol,besselkernel-method Man page
kernelPol,kernel-method Man page
kernelPol,laplacekernel-method Man page
kernelPol,polykernel-method Man page
kernelPol,rbfkernel-method Man page
kernelPol,splinekernel-method Man page
kernelPol,tanhkernel-method Man page
kernelPol,vanillakernel-method Man page
kernelPol.anovakernel Source code
kernelPol.besselkernel Source code
kernelPol.laplacekernel Source code
kernelPol.polykernel Source code
kernelPol.rbfkernel Source code
kernelPol.splinekernel Source code
kernelPol.tanhkernel Source code
kernelPol.vanillakernel Source code
kernels Man page
kfunction Man page
kfunction-class Man page
kpar Man page
kpar,kernel-method Man page
laplacedot Man page Source code
laplacekernel-class Man page
plot.KERE Man page Source code
polydot Man page Source code
polykernel-class Man page
predict.KERE Man page Source code
rbfdot Man page Source code
rbfkernel-class Man page
show,kernel-method Man page
splinedot Man page Source code
splinekernel-class Man page
tanhdot Man page Source code
tanhkernel-class Man page
vanilladot Man page Source code
vanillakernel-class Man page

Files

COPYING
src
src/expkern_precision.f90
src/expkern_fast.f90
NAMESPACE
R
R/predict.KERE.R
R/utilities.R
R/aobjects.R
R/kernels.R
R/cv.KERE.R
R/KERE.R
R/kernelmatrix.R
R/plot.KERE.R
MD5
DESCRIPTION
man
man/cv.KERE.Rd
man/KERE.Rd
man/as.kernelMatrix.Rd
man/dots.Rd
man/kernelMatrix.Rd
man/kernel-class.Rd
man/predict.KERE.Rd
man/plot.KERE.Rd
KERE documentation built on May 29, 2017, 10:49 a.m.