log-odds transformation

Transforming probabilities, proportions, or odds into log‑odds or log‑ratios to linearize relationships and enable information‑theoretic interpretations; used in Bayesian bound translation under differential privacy, CAP slope analyses, and modeling interdependent cause‑specific proportions.