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Employing risk tools such as absolute, marginal and relative VaR,
risk managers can evaluate portfolio risk for diversity and determine
the most efficient asset allocation and manager selection based
on clearly defined risk and return parameters. The following case
study demonstrates that, VaR can be an important tool to achieve
the plan's objectives.
The most efficient portfolio structure can be defined by using
major market indexes. Exhibit 1 shows how asset allocation and risk
management are inextricably linked. The policy risk summary displays
major market indexes that act as benchmarks for the multi-manager
fund. Benchmark VaR depicts the risk of the referenced performance
benchmark; this provides a mechanism for evaluating risks and returns
relative to established benchmarks. The degree of correlation between
the different indexes contributes to the diversification within
the portfolio. In this case, the diversification benefit is 0.72%.
This can be a reiterative process in order to determine the optimal
portfolio structure. For the policy portfolio, VaR establishes a
risk reference that the actual portfolio should be monitored against.
Asset allocation decisions can be facilitated through the use of
VaR. Exhibit 2 depicts a two-asset class portfolio structure with
a policy asset allocation of 50/50 equities and fixed income. The
total fund is taking on less risk than the policy portfolio. However,
the return is considerably less than the policy benchmark. The absolute
VaR calculation provides a mechanism to compare risk across portfolios
and benchmarks. Perhaps the fund can afford to take on more risk
in order to enhance expected returns. The risk manager may also
wish to re-examine the impact of investment styles on the portfolio
or to take advantage of tactical asset allocation.
VaR can be used to calculate the relative risk contribution of
individual portfolios and managers to the total fund. The absolute
VaR numbers show that North Capital Management is taking on the
most risk with an 8.56% VaR, but was not able to generate the highest
return.
The use of marginal VaR identifies opportunities to reduce the
overall VaR of the fund by providing the risk manager with the means
to quantify the risk contribution of each individual portfolio manager.
By reviewing the marginal risk we can determine which managers are
providing the highest diversification benefit. A low marginal VaR
is considered favourable. West Intl. Fixed Income has the lower
marginal risk at 27% and thus displays a substantially low negative
correlation with the other managers in the fund. The risk manager
can use this measure to rebalance the portfolio or optimize the
asset allocation. The overall risk of the fund could be reduced
by allocating more money to West International, while reducing funding
to other managers who are adding higher incremental risk to the
entire portfolio.
Relative VaR will highlight managers who display the lowest tracking
error of returns relative to their benchmark on a risk-adjusted
basis and identifies managers that have the greatest chance to under-
or overperform relative to that benchmark. The relative VaR is determined
by shorting the benchmark against a portfolio and calculating VaR.
Chris Cockburn is Managing Director of Russell/Mellon Analytical
Services and Shawn Menard is Director of Russell/Mellon Analytical
Services in Toronto. Presented at the conference by Kristen Walters.
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