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Chartered Financial Analyst Level 1

Chartered Financial Analyst Level 1

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An analyst gathers the following annual returns for a portfolio over five years: 6%, 7%, 3%, 2%, and 4%. If the target return is 5%, the target downside deviation is closest to:

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Explanation:

The target downside deviation is calculated using the formula:

Target Downside Deviation=∑(Xi−B)2⋅I(Xi≤B)n−1\text{Target Downside Deviation} = \sqrt{\frac{\sum (X_i - B)^2 \cdot I(X_i \leq B)}{n - 1}}Target Downside Deviation=n−1∑(Xi​−B)2⋅I(Xi​≤B)​​

where:

  • XiX_iXi​ is the return for each period,
  • BBB is the target return (5%),
  • nnn is the total number of observations (5),
  • I(Xi≤B)I(X_i \leq B)I(Xi​≤B) is an indicator function that includes only returns less than or equal to the target.

Steps:

  1. Identify returns below the target (3%, 2%, 4%).
  2. Calculate squared deviations for these returns: (3−5)2=4(3-5)^2 = 4(3−5)2=4, (2−5)2=9(2-5)^2 = 9(2−5)2=9, (4−5)2=1(4-5)^2 = 1(4−5)2=1.
  3. Sum the squared deviations: 4+9+1=144 + 9 + 1 = 144+9+1=14.
  4. Divide by n−1=4n - 1 = 4n−1=4: 14/4=3.514 / 4 = 3.514/4=3.5.
  5. Take the square root: 3.5≈1.87\sqrt{3.5} \approx 1.87% 3.5​≈1.87, rounded to 1.9%.

Why not A or C?

  • A incorrectly uses n=5n = 5n=5 instead of n−1n - 1n−1.
  • C includes all returns, not just those below the target, leading to an overestimation.
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