losses during market downturns. 4. Trading Strategies: Positive Outcome: Predictive models can help traders develop and optimize trading strategies, potentially leading to consistent profits and improved trading performance. Negative Outcome: Flawed strategies based on inaccurate predictions can result in financial losses. 5. Market Timing: Positive Outcome: Accurate market timing based on analysis can enable investors to enter or exit the market at favorable points, maximizing returns. Negative