Set out the features that make a performance attribution process effective
The idea
A sound attribution accounts for the whole of the portfolio's excess return or active risk, leaving no large unexplained residual; a big residual usually signals missing trades, poor data or the wrong model. It must mirror how the manager actually makes decisions: a top-down sector rotator suits an allocation-and-selection breakdown, whereas a bottom-up stock picker analysed that way shows allocation effects that were never deliberate choices. It should quantify each active decision the manager took, relative to a benchmark that fits the mandate, so the output gives a complete picture of where value was added or lost. Accurate holdings, prices and transactions, and consistent return calculation, are preconditions. Exam cases often ask which of these attributes a described process violates.
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- Explain what performance measurement, attribution and appraisal each contribute to evaluating a portfolio and how the three link together
- Distinguish attribution of return from attribution of risk, and macro-level from micro-level return attribution
- Explain how transactions-based, holdings-based and returns-based attribution work, with the strengths and weaknesses of each
- Interpret where a portfolio's returns came from using a given attribution method
- Interpret the results produced by attribution analysis of a fixed-income portfolio
- Discuss the factors that guide the choice of a risk attribution method
- Separate the part of investment results due to the asset owner's decisions from the part due to the manager, and interpret each
- Explain the purposes served by liability-based benchmarks
- Set out the main kinds of asset-based benchmark
- Discuss the tests used to judge whether a benchmark is sound
- Explain how a misspecified benchmark distorts attribution and appraisal analysis
- Set out the difficulties that arise when choosing benchmarks for alternative investments
- Compute and interpret maximum drawdown, drawdown duration, upside and downside capture ratios, the appraisal ratio and the Sortino ratio
- Explain where appraisal measures and associated metrics fall short
- Assess whether an investment manager's results reflect genuine skill