Strategic Asset Allocation: Determining the Optimal Portfolio with Ten Asset Classes

A nice review from CXO on a paper from the folks at Robeco.  While I disagree with their expected risk premium for commodities (zero!), it is interesting to note that commodities still enjoy a decent allocation to the portfolio. 

Strategic Asset Allocation: Determining the Optimal Portfolio with Ten Asset Classes

Abstract:     
This study explores which asset classes add value to a traditional portfolio of stocks, bonds and cash. Next, we determine the optimal weights of all asset classes in the optimal portfolio. This study adds to the literature by distinguishing ten different investment categories simultaneously in a mean-variance analysis as well as a market portfolio approach. We also demonstrate how to combine these two methods. Our results suggest that real estate, commodities and high yield add most value to the traditional asset mix. A study with such a broad coverage of asset classes has not been conducted before, not in the context of determining capital market expectations and performing a mean-variance analysis, neither in assessing the global market portfolio.