The minimum covariance determinant estimator is used to perform robust quadratic discriminant analysis, including cross-validation. References: Friedman J., Hastie T. and Tibshirani R. (2009). "The elements of statistical learning", 2nd edition. Springer, Berlin. <doi:10.1007/978-0-387-84858-7>.
Version: | 1.0 |
Depends: | R (≥ 4.0) |
Imports: | MASS, Rfast, Rfast2 |
Suggests: | mvcauchy |
Published: | 2024-12-05 |
DOI: | 10.32614/CRAN.package.robqda |
Author: | Michail Tsagris [aut, cre] |
Maintainer: | Michail Tsagris <mtsagris at uoc.gr> |
License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
NeedsCompilation: | no |
CRAN checks: | robqda results |
Reference manual: | robqda.pdf |
Package source: | robqda_1.0.tar.gz |
Windows binaries: | r-devel: robqda_1.0.zip, r-release: robqda_1.0.zip, r-oldrel: robqda_1.0.zip |
macOS binaries: | r-release (arm64): robqda_1.0.tgz, r-oldrel (arm64): robqda_1.0.tgz, r-release (x86_64): robqda_1.0.tgz, r-oldrel (x86_64): robqda_1.0.tgz |
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