Unified Penalized Estimation for Ordinal Regression: Theory, Simulation, and Applications Manuscript Number2026/AJPAS/166277 JournalAsian Journal of Probability and Statistics AuthorsShaimaa L. Barakat, Hazem.R.A.Ibrahim Back to Journal