When evaluating a backtest of a trading strategy, it is a routine practice to discount a Sharpe ratio by 50%. This paper seeks to establish an analytical method of determining the magnitude of a given haircut, since a 50% haircut could excessively penalize strategies with high Sharpe ratios.