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pye  

Penalized Youden Index Estimator
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("pye", "0.1.0")



Attach the package and use:
library("pye")
Maintained by
Claudio J. Salaroli
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-06-04
Latest Update: 2026-06-04
Description:
Implements the Penalized Youden Index Estimator (PYE) and the Covariate-Adjusted Youden Index Estimator (covYI), providing a novel framework for feature and covariate selection and combination in high-dimensional binary classification problems. Methodologies are based on Salaroli and Pardo (2023) <doi:10.1016/j.chemolab.2023.104786> and an unpublished manuscript by Salaroli and Pardo (2026) under review.
How to cite:
Claudio J. Salaroli (2026). pye: Penalized Youden Index Estimator. R package version 0.1.0, https://cran.r-project.org/web/packages/pye. Accessed 15 Sep. 2026.
Previous versions and publish date:
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Complete documentation for pye
Functions, R codes and Examples using the pye R package
Full pye package functions and examples
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