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Abstract

<jats:p>This paper explores the importance of integrating risk into financial models to improve decision-making. Through methods such as Monte Carlo simulations, stress testing, and scenario modeling, it shows how risk integration enables more accurate forecasts and better uncertainty management. Practical examples are provided, as well as challenges of implementation.</jats:p>

Keywords

risk paper explores importance integrating

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