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Technical paper

Fund performance raises specific issues

Unlike the returns of common stocks and mutual funds, hedge fund returns are generally not normally distributed.1,i This has considerable consequences on a number of hedge fund risk measures, as presented in last month’s article, which was drawn from the…

Cutting edge: Visualising value-at-risk

Risk transparency is an important yet elusive goal of any risk management process. One challenge is to understand the diversification effects of the portfolio elements. Wentao Zhao and Kevin Kindall introduce a graphical technique based on value-at-risk…

Shortfall: who contributes and how much?

Understanding risk contributions is a key part of successful risk management and portfolio optimisation. Richard Martin extends the discussion from value-at-risk to expected shortfall and shows that saddlepoint approximation preserves the convexity…

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