The main objective of this thesis is to investigate whether the promises of the (longterm) strategic asset allocation literature hold in settings that include parameter uncertainty, model uncertainty and model instability. A side objective is to analyze whether we can sort thousands of stocks in robust myopic portfolios with high expected returns and low risk.