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    Written by Rainer Lang, CIO & Founder at RML Advisory

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Understanding Skewness and Kurtosis in Hedge Fund Return Distributions

11/10/2025

 
A hedge fund portfolio with positive skewness and negative kurtosis offers upside potential with limited downside and low probability of extreme losses.

This favorable return profile doesn’t occur naturally; it is achieved through careful manager selection, diversified and systematic portfolio construction, and active risk management. Such a design aligns with investors’ goals of asymmetric gains and controlled risk.

Discover how skewness and kurtosis shape hedge fund returns and influence portfolio construction. This short article explains why these metrics matter and how skillful design can create a portfolio with asymmetric upside and controlled downside - insights every hedge fund investor should consider.
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