Package: QuanDA
Title: Quantile-Based Discriminant Analysis for High-Dimensional
        Imbalanced Classification
Version: 1.0.0
Authors@R: c(person(given = "Qian", family = "Tang", role = c("aut", "cre"), email = "tang1015@umn.edu"),
              person(given = "Yuwen", family = "Gu", role = "aut", email = "yuwen.gu@uconn.edu"),
              person(given = "Boxiang", family = "Wang", role = "aut", email = "boxiang-wang@uiowa.edu"))
Description: Implements quantile-based discriminant analysis (QuanDA) for
    imbalanced classification in high-dimensional, low-sample-size settings.
    The method fits penalized quantile regression directly on discrete class labels and
    tunes the quantile level to reflect class imbalance.
Depends: R (>= 3.5.0)
Imports: hdqr, pROC, stats, methods
License: GPL-2
NeedsCompilation: yes
RoxygenNote: 7.2.3
Encoding: UTF-8
Packaged: 2025-11-18 22:10:57 UTC; qtang7
Author: Qian Tang [aut, cre],
  Yuwen Gu [aut],
  Boxiang Wang [aut]
Maintainer: Qian Tang <tang1015@umn.edu>
Repository: CRAN
Date/Publication: 2025-11-24 09:10:02 UTC
Built: R 4.4.3; ; 2026-04-22 02:31:06 UTC; windows
