Exhibit 11

Full-Scale vs. Mean-Variance Optimization and Correlation Asymmetries (%)

Country AllocationCorrelation Asymmetry (?)Utility Gain (%)Turnover Required (%)
MVFSFS Advantage
Full Sample1/1970–2/200815.916.89 9.02 4.3314.80
Subsamples1/1970–12/197919.353.25 16.10 9.9622.47
1/1980–12/19897.021.75 5.27 23.4022.40
1/1990–12/199925.7718.71 7.06 1.5719.07
1/1999–2/20080.520.36 0.16 3.599.67
Multi-Asset Class
Full Sample2/1988–2/20087.45-0.41 7.86 29.1191.91
Subsamples2/1988–12/199858.4249.67 8.75 16.3519.52
1/1999–2/200813.30-3.46 16.77 37.6291.21
4/2003–2/2008* 3.58-6.99 10.58 254.1164.97
  • Note:.

  • * Sample includes hedge funds.

  • Proxy for U.S. Equities is MSCI USA.