作为Quant Field工作多年的,评价一下主要的issue

总体上非常好的一个实践,但有3个potential issues in practice or implementation:
 

Selection Universe Bias: The backtest's universe (Mag7) is an in-sample, hand-picked group that has been the best-performing over the period. The strategy's success is tied to this specific group's unique market conditions.

Lack of Real-World Costs: The absence of transaction costs and slippage over a rebalancing schedule makes the returns appear higher than they would be in practice.

Future-Proofing: The backtest doesn't prove the strategy's efficacy in different market environments, such as bear markets, high-interest rate periods, or when other sectors are leading the market.

 

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赞! -olive2025- 给 olive2025 发送悄悄话 (0 bytes) () 09/16/2025 postreply 13:07:45

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