A Horizon Based Framework for Predictability Limits in Economic and Financial Systems

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Authors: Mouhamad Abushaqra
Cited by: 0

Abstract

Horizon FrameworkA nonlinear forecasting architecture that measures the finite limits of predictability in economic and financial systems. By integrating volatility, behavioral amplification, systemic fragility, and informational capacity, Horizon quantifies the dynamic forecast boundary (T*) identifying when predictive systems approach instability before crises emerge.

Fields of Study & Subjects

Complex Systems and Time Series Analysis Stock Market Forecasting Methods Forecasting Techniques and Applications

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
24 February 2026
Language
EN
Document type
Preprint