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"Life Cycle" Hypothesis of Saving: Aggregate ... - Arabictrader.com

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Risk-Adjusted Performance 301<br />

Nonetheless, we checked our results using geometric returns, and for the selection<br />

<strong>of</strong> funds analyzed, the results are very similar. Given the industry standard<br />

for geometric returns, we plan to devote further study to this issue.<br />

Re<strong>com</strong>bining Portfolios for Superior Performance—Protection<br />

Against “Idiosyncratic” Risk<br />

While RAP unambiguously identifies the “best” single portfolio for any set <strong>of</strong><br />

portfolios with the same benchmark, it does not consider new <strong>com</strong>binations <strong>of</strong><br />

those portfolios that could be optimal. It is conceivable that an even better portfolio<br />

could be constructed by <strong>com</strong>bining the set <strong>of</strong> existing portfolios.<br />

For instance, in theory, a new portfolio could be created consisting <strong>of</strong> the <strong>com</strong>bination<br />

<strong>of</strong> the second- and third-ranked portfolios to produce a superior riskadjusted<br />

return and ranking above the number one-ranked portfolio. The lower<br />

the correlation between any two portfolios, the more likely it is that <strong>com</strong>bining<br />

them would produce a superior risk-adjusted return.<br />

One special case <strong>of</strong> this condition is the market benchmark <strong>com</strong>bined with any<br />

other portfolio. For the selection <strong>of</strong> funds we analyze in table 12.1, we looked at<br />

whether any portfolio could be re<strong>com</strong>bined in any proportion with the S&P 500<br />

to produce a higher risk-adjusted return than the number one-ranked portfolio.<br />

We found that the funds tend to be highly correlated with the market, and therefore<br />

re<strong>com</strong>bining them with the S&P 500 does not produce superior performance.<br />

Nonetheless, as with any other portfolio selection method, portfolio optimization<br />

techniques should be employed to evaluate the re<strong>com</strong>bination <strong>of</strong> assets for<br />

superior performance. (Note that performance should always be measured on a<br />

risk-adjusted basis as with RAP.)<br />

Similarly, when selecting a fund that is to be <strong>com</strong>bined with other investments<br />

in a portfolio, investors should consider the correlation between asset returns.<br />

Given the <strong>com</strong>position <strong>of</strong> an investor’s total portfolio <strong>of</strong> wealth (including, for<br />

instance, earning capacity or real estate) and the resulting exposure to specific<br />

idiosyncratic risk, an investor may wish to consider diversifying into specialized<br />

funds (such as an energy portfolio). A fund that is best by the RAP criterion is<br />

not necessarily the optimal addition to an existing portfolio. Portfolio optimization<br />

techniques should also be employed to help identify the best addition to an<br />

existing portfolio as the addition that leads to the best risk-adjusted performance<br />

(RAP) for the portfolio as a whole.<br />

Tracking Error and the Information Ratio<br />

One performance measure that has been gaining in popularity is the so-called<br />

information ratio, defined as the portfolio’s average excess return above the

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