We show that the innovation in the risk-neutral probability of large downward and upward jumps in oil prices has a … addition, we observe that the upside jump risk probability is a significant predictor of stock market index return and the … market fundamentals including inventory growth, demand growth, and OPEC's production growth. Upside jump risk is also a …