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The average gross return for the same securities when hedged with optimal collars capped at their potential returns was about half as much, 6.25%. This illustrates to what extent the average actual returns of the securities hedged with optimal puts were driven by outliers securities that appreciated beyond our calculated potential returns. We adjust for the impact of potential outliers during the portfolio construction process, by only hedging with optimal collars when the net potential return is greater than 1.93x that of the same security when hedged with an optimal put (since 12.08/6.25 = 1.93).Backtesting The Hedged Portfolio MethodTo backtest the hedged portfolio method, we started searching for a hedged portfolio at each threshold on 1/2/2003.

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