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A strategy has an annual Sharpe ratio of 8 but loses money in an N-day backtest. How many days are needed to reject a Sharpe of 8?

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A strategy is claimed to have an annual Sharpe ratio of 8. You backtest it on N days of trading data and its total return is negative. How large must N be before you can reject the hypothesis that the Sharpe ratio is 8?

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