Sample Tangency Portfolio, Representativeness, and Ambiguity

An investor making an optimal decision needs to know the true parameters under the asset returns. But the true parameters are unknown by the decision maker and have to be estimated. Under the framework of Markowitz (1952), the investor cares only about expected returns and volatility of static portfolio and should hold the tangency portfolio on the efficient frontier.