Kan, Raymond; Zhou, Guofu - In: Journal of Financial and Quantitative Analysis 42 (2007) 03, pp. 621-656
In this paper, we analytically derive the expected loss function associated with using sample means and the covariance matrix of returns to estimate the optimal portfolio. Our analytical results show that the standard plug-in approach that replaces the population parameters by their sample...