
Financial Risk Manager Part 2
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In the context of performance assessments, what is the most accurate description of the impact that using data with the identified issues has on the results?
In the context of performance assessments, what is the most accurate description of the impact that using data with the identified issues has on the results?
Explanation:
The correct answer is B. The average Sharpe ratio of hedge funds is overstated and the average Sharpe ratio of real estate funds is also overstated. This is due to two main issues with the data:
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Survivorship Bias: Hedge funds that stop reporting their performance are often those with poor performance. When these funds are removed from the database, it artificially inflates the average performance of the remaining funds. This also reduces the average volatility, as the poor performers, which likely had higher volatility, are no longer included.
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Infrequent Valuation: Real estate funds value their assets only once a year due to infrequent trading. This can lead to an underestimation of volatility, as the true volatility over the year may be higher than what is captured by the annual valuation. As a result, the Sharpe ratio, which is calculated as the excess return per unit of volatility, would be overstated.
These biases can significantly impact the performance analyses and lead to misleading conclusions about the true performance and risk characteristics of the funds. It is important to be aware of these biases and adjust for them when analyzing and comparing the performance of different investment funds.