Research preview

The announcement that a Russian opposition figure now has a 37 % chance of winning the Nobel Peace Prize creates a sharp, public‑interest shock. For quantitative traders, such unexpected probability shifts are a reminder that market risk can change dramatically in minutes, and that robust risk‑management tools are essential to survive the fallout. From News Shock to Market Reaction When a high‑profile story breaks, traders quickly assess how it might affect asset prices, liquidity, and volatility. The odds jump from a negligible baseline to 37 %, implying a sudden reassessment of political risk....