Data-generating process uncertainty: what difference does it make in portfolio decisions?

A new method has been proposed, which highlights the importance and the need for incorporating data-generating process (DGP) uncertainty in portfolio analysis and in financial decision-making. The investor can utilize the DGP uncertainty for making realistic decisions, keeping in mind the uncertainties of parameter, asset pricing model and DGP.