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regda  

Regularised Discriminant Analysis
View on CRAN: Click here


Download and install regda package within the R console
Install from CRAN:
install.packages("regda")

Install from Github:
library("remotes")
install_github("cran/regda")

Install by package version:
library("remotes")
install_version("regda", "1.0")



Attach the package and use:
library("regda")
Maintained by
Michail Tsagris
[Scholar Profile | Author Map]
First Published: 2023-11-06
Latest Update: 2023-11-06
Description:
Regularised discriminant analysis functions. The classical regularised discriminant analysis proposed by Friedman in 1989, including cross-validation, of which the linear and quadratic discriminant analyses are special cases. Further, the regularised maximum likelihood linear discriminant analysis, including cross-validation. References: Friedman J.H. (1989): "Regularized Discriminant Analysis". Journal of the American Statistical Association 84(405): 165--175. . Friedman J., Hastie T. and Tibshirani R. (2009). "The elements of statistical learning", 2nd edition. Springer, Berlin. . Tsagris M., Preston S. and Wood A.T.A. (2016). "Improved classification for compositional data using the alpha-transformation". Journal of Classification, 33(2): 243--261. .
How to cite:
Michail Tsagris (2023). regda: Regularised Discriminant Analysis. R package version 1.0, https://cran.r-project.org/web/packages/regda. Accessed 23 Apr. 2025.
Previous versions and publish date:
No previous versions
Other packages that cited regda R package
View regda citation profile
Other R packages that regda depends, imports, suggests or enhances
Complete documentation for regda
Functions, R codes and Examples using the regda R package
Some associated functions: rda . rda.tune . reg.mle.lda . regda-package . regmlelda.cv . 
Some associated R codes: rda.R . rda.tune.R . reg.mle.lda.R . regmlelda.cv.R .  Full regda package functions and examples
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