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folda  

Forward Stepwise Discriminant Analysis with Pillai's Trace
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("folda", "0.2.0")



Attach the package and use:
library("folda")
Maintained by
Siyu Wang
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-09-11
Latest Update: 2024-09-11
Description:
A novel forward stepwise discriminant analysis framework that integrates Pillai's trace with Uncorrelated Linear Discriminant Analysis (ULDA), providing an improvement over traditional stepwise LDA methods that rely on Wilks' Lambda. A stand-alone ULDA implementation is also provided, offering a more general solution than the one available in the 'MASS' package. It automatically handles missing values and provides visualization tools. For more details, see Wang (2024) <doi:10.48550/arXiv.2409.03136>.
How to cite:
Siyu Wang (2024). folda: Forward Stepwise Discriminant Analysis with Pillai's Trace. R package version 0.2.0, https://cran.r-project.org/web/packages/folda. Accessed 29 Jan. 2025.
Previous versions and publish date:
0.1.0 (2024-09-11 18:40)
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Full folda package functions and examples
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