The Mathematics of Financial Modelingand Investment Management

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16-Port Selection Mean Var Page 501 Wednesday, February 4, 2004 1:09 PM


Portfolio Selection Using Mean-Variance Analysis 501

EXHIBIT 16.11 The Efficient Frontier Using Only U.S. Bonds and U.S. Large Cap
Equity from Exhibit A

Source: Exhibit 3.8 in Frank J. Fabozzi, Francis Gupta, and Harry M. Markow-
itz, “Applying Mean-Variance,” Chapter 3 in Frank J. Fabozzi and Harry M.
Markowitz (eds.), The Theory and Practice of Investment Management (Hobo-
ken, NJ: John Wiley & Sons, 2002), p. 51.

vative portfolio (A), allocates more to the conservative asset class,
bonds. Portfolio A allocated a little more than 45% of the portfolio to
bonds, while portfolio B only allocates 22% to that asset class. This
results in significantly higher standard deviation for Portfolio B (12%
versus 9%). In exchange for the 3% (or 300 basis points) of higher risk,
portfolio B results in 104 basis points of higher expected return (9.83%
versus 8.79%). This is the risk/return trade-off that the client faces.
Does the increase in the expected return compensate the client for the
increased risk?
As mentioned earlier, another approach to selecting between the two
efficient portfolios is to translate the differences in risk in terms of differ-
ences in the wealth distribution over time. The higher the risk, the wider
the spread of the distribution. A wider spread implies a greater upside
and a greater downside. Exhibit 16.12 also presents the 95th percentile,
expected, and 5th percentiles for $100 invested in portfolios A and B over
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