Before revision: When optimizing the Sharpe ratio over a k-dimensional parameter space the thus obtained in-sample Sharpe ratio tends to be higher than what will be captured out-of-sample.
After revision: When optimizing the Sharpe ratio over a k-dimensional parameter space . The estimator corrects the in-sample Sharpe ratio tends to be higher than what will be captured out-of-sample.