How do advanced forecasting methodologies, grounded in probabilistic modeling and decision theory, facilitate risk management and decision-making under uncertainty, enabling stakeholders to assess the likelihood and potential impact of future events, and formulate robust strategies to mitigate risks and capitalize on opportunities in dynamic and uncertain environments ?