Hypothesis/question: If we buy PUT options as a hedge on SPY holdings, does it improve absolute return?
Strategy shared below:
From 2015-01-01, start with 1M USD. Buy SPY, if VIX is > 50 percentile based on last 150 days data, but 1 month ATM put option.
Results:
Drawdown is reduced but absolute return did not increase.

Mia Alissi
Sources: Index Option Bear Call Spread Algorithm, Exploiting Term Structure Of Vix Futures, Vix Predicts Stock Index Returns, Momentum Effect In Commodities Futures, Index Option Call Calendar Spread Algorithm
The material on this website is provided for informational purposes only and does not constitute an offer to sell, a solicitation to buy, or a recommendation or endorsement for any security or strategy, nor does it constitute an offer to provide investment advisory services by QuantConnect. In addition, the material offers no opinion with respect to the suitability of any security or specific investment. QuantConnect makes no guarantees as to the accuracy or completeness of the views expressed in the website. The views are subject to change, and may have become unreliable for various reasons, including changes in market conditions or economic circumstances. All investments involve risk, including loss of principal. You should consult with an investment professional before making any investment decisions.
Yuri Lopukhov
Why would return increase? You spend extra on options to hedge from risks, not to get extra returns. Drawdown has reduced, so that target is reached, meaning you can invest more in the main asset to get the same drawdown, and that will increase your return.
Creative Cubs
Creative Cubs
The material on this website is provided for informational purposes only and does not constitute an offer to sell, a solicitation to buy, or a recommendation or endorsement for any security or strategy, nor does it constitute an offer to provide investment advisory services by QuantConnect. In addition, the material offers no opinion with respect to the suitability of any security or specific investment. QuantConnect makes no guarantees as to the accuracy or completeness of the views expressed in the website. The views are subject to change, and may have become unreliable for various reasons, including changes in market conditions or economic circumstances. All investments involve risk, including loss of principal. You should consult with an investment professional before making any investment decisions.
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