English

Hidden Equations of Threshold Risk

Probability 2020-10-29 v2

Abstract

We consider the problem of sensitivity of threshold risk, defined as the probability of a function of a random variable falling below a specified threshold level δ>0.\delta >0. We demonstrate that for polynomial and rational functions of that random variable there exist at most finitely many risk critical points. The latter are those special values of the threshold parameter for which rate of change of risk is unbounded as δ\delta approaches these threshold values. We characterize candidates for risk critical points as zeroes of either the resolvent of a relevant δ\delta-perturbed polynomial, or of its leading coefficient, or both. Thus the equations that need to be solved are themselves polynomial equations in δ\delta that exploit the algebraic properties of the underlying polynomial or rational functions. We name these important equations as "hidden equations of threshold risk".

Keywords

Cite

@article{arxiv.2008.12440,
  title  = {Hidden Equations of Threshold Risk},
  author = {Vladimir V. Ejov and Jerzy A. Filar and Zhihao Qiao},
  journal= {arXiv preprint arXiv:2008.12440},
  year   = {2020}
}

Comments

22 pages, 4 figures

R2 v1 2026-06-23T18:09:22.780Z