Package: pye
Type: Package
Title: Penalized Youden Index Estimator
Version: 0.1.0
Date: 2026-05-31
Authors@R: c(person(given = c("Claudio", "J."),
                    family = "Salaroli",
                    email = "clasalar@ucm.es",
                    role = c("aut", "cre")),
             person(given = c("Maria", "del Carmen"),
                    family = "Pardo",
                    email = "mcapardo@ucm.es",
                    role = "aut"))
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 and an unpublished manuscript by Salaroli and Pardo (2026) under review.
License: GPL (>= 2)
Encoding: UTF-8
Depends: R (>= 4.0.0)
RoxygenNote: 7.3.3
Suggests: knitr, rmarkdown, roxygen2, spelling, testthat (>= 3.0.0)
VignetteBuilder: knitr
Config/testthat/edition: 3
Language: en-US
Imports: evmix, ggplot2, glmnet, MASS, Matrix, methods, ncvreg,
        OptimalCutpoints, pROC, penalizedSVM, plyr, ROCnReg, Rmpfr,
        sparseSVM, stats, survival
NeedsCompilation: yes
Packaged: 2026-05-31 14:24:37 UTC; claud
Author: Claudio J. Salaroli [aut, cre],
  Maria del Carmen Pardo [aut]
Maintainer: Claudio J. Salaroli <clasalar@ucm.es>
Repository: CRAN
Date/Publication: 2026-06-04 11:50:07 UTC
Built: R 4.5.2; aarch64-apple-darwin20; 2026-06-04 13:51:07 UTC; unix
Archs: pye.so.dSYM
