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Manager Skill Analytics

Compass
offers users the ability to evaluate manager performance on a risk-adjusted
basis, including the ability to determine with certain levels of
confidence whether a managers excess performance is a result of their
process (i.e. the manager is skillful) rather than chance.
As
with all manager performance analysis, it is important to evaluate
the manager relative to an appropriate benchmark. Compass provides a
Benchmark Fit Analytic to assist in identifying the most appropriate
benchmark for a manager. The Benchmark Fit Analytic calculates and
plots the excess risk and return of the manager vs. multiple user
selected indexes. Excess risk is a measure of how closely the manager
tracks each index, as a result, the index with which the manager has
the lowest level of excess risk represents the benchmark that the
manager most closely tracks. The results in the example below,
indicate that the "best fit" benchmark, or the benchmark
with the lowest excess risk, is the Wilshire Small Value Index.

The
manager's return relative to the Wilshire Small Value Index can then
be plotted to evaluate their performance over time. In the
Combination graph shown below, the bars represent the quarterly
excess return of the manager relative to the benchmark (with the
corresponding scale on the left axis) and the red line represents the
cumulative value-added (with the scale on the right axis).

While this product has
outperformed its benchmark over the trailing 5
year period, the quarter-by-quarter results show fairly large
dispersions. This result prompts the question, Is the excess return
adequate compensation for the level of risk being taken? Stated
another way, given the amount of risk taken, is the excess return a
result of the managers process (i.e. skill) or is it simply a random
outcome (i.e. luck)? Compass allows the user to address this question
by evaluating the results statistically.
The
cumulative skill graph below plots the manager's cumulative excess
return (the blue line) relative to the
Wilshire Small Value Index. The
red confidence bands above and below the 0.00 axis represent the
levels of excess return required to make a determination, with 80%
confidence, that the manager is skillful or unskillful, given their
unique level of active management risk.

Since
the cumulative excess return for the manager plots just above the upper confidence bands over this time
period, one would have 80% confidence that the
firm's excess return results from their investment process (i.e.
skill) as opposed to simply chance. Summary measures of excess return
and risk are shown in the lower right-hand corner of the graph.
The
Rolling Skill graph in Compass allows the user to analyze trends in
excess returns over time. The specific calculations for the Rolling
Skill graph are similar to those used in the Cumulative Skill graph
above, except that the blue line represents the rolling three-year
excess return and the upper and lower confidence bands are a function
of the rolling tracking error of the product.

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