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 (may not be active yet)
Author: Michail Tsagris [aut, cre], Christos Adam ORCID iD [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: not available, r-oldrel: not available
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:

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