Other packages > Find by keyword >

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]
All associated links for this package
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 15 Sep. 2026.
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
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

AFR  
Toolkit for Regression Analysis of Kazakhstan Banking Sector Data
Tool is created for regression, prediction and forecast analysis of macroeconomic and credit data. ...
Download / Learn more Package Citations See dependency  
functClust  
Functional Clustering of Redundant Components of a System
Cluster together the components that make up an interactivesystem on the basis of their functional r ...
Download / Learn more Package Citations See dependency  
objectSignals  
Observer Pattern for S4
A mutable Signal object can report changes to its state, clients could register functions so that t ...
Download / Learn more Package Citations See dependency  
RXshrink  
Maximum Likelihood Shrinkage using Generalized Ridge or Least Angle Regression
Functions are provided to calculate and display ridge TRACE Diagnostics for a variety of alternativ ...
Download / Learn more Package Citations See dependency  
SiER  
Signal Extraction Approach for Sparse Multivariate Response Regression
Methods for regression with high-dimensional predictors andunivariate or maltivariate response varia ...
Download / Learn more Package Citations See dependency  
CTTinShiny  
Shiny Interface for the CTT Package
A Shiny interface developed in close coordination with the CTT package, providing a GUI that guides ...
Download / Learn more Package Citations See dependency  

28,565

R Packages

239,283

Dependencies

75,677

Author Associations

28,566

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA