
Explanation:
The correct answer is B.
Hedge Funds Database (Survivorship Bias): The practice of excluding funds that discontinue performance reporting introduces survivorship bias. Because funds typically stop reporting due to poor performance or liquidation, dropping them leaves only the successful, surviving funds in the dataset. This creates an upward bias in the average returns of the reported hedge funds, causing the mean Sharpe ratio to be overestimated.
Real Estate Funds (Appraisal Smoothing): For illiquid alternative assets like real estate, assets are infrequently traded and are typically valued using appraisals. Appraised values tend to adjust slowly to market changes, which results in return smoothing. Smoothed returns artificially dampen the variance (volatility) of the asset's returns. Because volatility is the denominator in the Sharpe ratio, an artificially underestimated volatility directly leads to an overestimated Sharpe ratio.
Therefore, the data issues for both hedge funds and real estate funds result in an overestimation of their respective mean Sharpe ratios.
A is incorrect because the mean Sharpe ratio for hedge funds is overestimated, not underestimated. C is incorrect because real estate funds suffer from underestimated volatility (due to return smoothing). D is incorrect because survivorship bias primarily inflates returns rather than overestimating average volatility for hedge funds, and the primary conclusion is the overestimation of the Sharpe ratio for both asset classes.
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Q.2581 Samuel Ray, a risk analyst at Alpha Investments Bank, is evaluating the annual performance data of hedge funds and real estate funds for investment purposes. He takes note of two significant concerns:
A
The mean Sharpe ratio of hedge funds is underestimates, and the mean Sharpe ratio of real estate funds is overestimated.
B
The mean Sharpe ratio of both hedge funds and real estate funds is overestimated.
C
Both hedge funds and real estate funds show an overestimated average volatility.
D
Hedge funds present an overestimated average volatility, while real estate funds show an underestimated average volatility.