The qda() function from package 'MASS' is extended to calculate a weighted linear (LDA) and quadratic discriminant analysis (QDA) by changing the group variances and group means based on cell-wise uncertainties. The uncertainties can be derived e.g. through relative errors for each individual measurement (cell), not only row-wise or column-wise uncertainties. The method can be applied compositional data (e.g. portions of substances, concentrations) and non-compositional data.
Version: | 0.1.3-2 |
Depends: | R (≥ 3.6.0) |
Imports: | compositions |
Suggests: | ggplot2, ggthemes, ggtern |
Published: | 2022-01-04 |
DOI: | 10.32614/CRAN.package.vdar |
Author: | Solveig Pospiech [aut, cre] |
Maintainer: | Solveig Pospiech <s.pospiech at hzdr.de> |
License: | GPL-3 |
NeedsCompilation: | no |
Materials: | NEWS |
CRAN checks: | vdar results |
Reference manual: | vdar.pdf |
Package source: | vdar_0.1.3-2.tar.gz |
Windows binaries: | r-devel: vdar_0.1.3-2.zip, r-release: vdar_0.1.3-2.zip, r-oldrel: vdar_0.1.3-2.zip |
macOS binaries: | r-devel (arm64): vdar_0.1.3-2.tgz, r-release (arm64): vdar_0.1.3-2.tgz, r-oldrel (arm64): vdar_0.1.3-2.tgz, r-devel (x86_64): vdar_0.1.3-2.tgz, r-release (x86_64): vdar_0.1.3-2.tgz, r-oldrel (x86_64): vdar_0.1.3-2.tgz |
Old sources: | vdar archive |
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