Quantile-Based Discriminant Analysis for High-Dimensional
Imbalanced Classification
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.