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kernreg: Nadaraya-Watson Kernel Regression

Fast implementation of Nadaraya-Watson kernel regression for either univariate or multivariate responses, with one or more bandwidths. K-fold cross-validation is also performed.

Version:	1.0
Depends:	R (≥ 4.0)
Imports:	Rcpp, RcppParallel, Rfast, Rfast2
LinkingTo:	Rcpp, RcppParallel
Published:	2026-02-16
DOI:	10.32614/CRAN.package.kernreg
Author:	Michail Tsagris [aut, cre], Christos Adam [aut]
Maintainer:	Michail Tsagris <mtsagris at uoc.gr>
License:	GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation:	yes
SystemRequirements:	GNU make
CRAN checks:	kernreg results

Documentation:

Reference manual:

kernreg.html , kernreg.pdf

Downloads:

Package source:	kernreg_1.0.tar.gz
Windows binaries:	r-devel: kernreg_1.0.zip, r-release: kernreg_1.0.zip, r-oldrel: kernreg_1.0.zip
macOS binaries:	r-release (arm64): kernreg_1.0.tgz, r-oldrel (arm64): kernreg_1.0.tgz, r-release (x86_64): kernreg_1.0.tgz, r-oldrel (x86_64): not available

Linking:

Please use the canonical form https://CRAN.R-project.org/package=kernreg to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.