Functions to perform discriminant analysis using kernel density estimation. For the case of binary classification the package relies on the Nadaraya-Watson estimator. References: Wand M.P. and Jones M.C. (1995). "Kernel smoothing". CRC Press. <ISBN: 0412552701>.
| Version: | 1.0 |
| Depends: | R (≥ 4.0) |
| Imports: | Compositional, Rfast, Rcpp, kernreg |
| LinkingTo: | Rcpp |
| Published: | 2026-07-04 |
| DOI: | 10.32614/CRAN.package.kernda |
| Author: | Michail Tsagris [aut, cre], Nikolaos Kontemeniotis [aut] |
| Maintainer: | Michail Tsagris <mtsagris at uoc.gr> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | yes |
| CRAN checks: | kernda results |
| Reference manual: | kernda.html , kernda.pdf |
| Package source: | kernda_1.0.tar.gz |
| Windows binaries: | r-devel: kernda_1.0.zip, r-release: kernda_1.0.zip, r-oldrel: kernda_1.0.zip |
| macOS binaries: | r-release (arm64): kernda_1.0.tgz, r-oldrel (arm64): kernda_1.0.tgz, r-release (x86_64): kernda_1.0.tgz, r-oldrel (x86_64): kernda_1.0.tgz |
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