Math Problem Statement

An asset has an average return of 9.83 percent and a standard deviation of 18.81 percent. What range of returns should you expect to see with a 68 percent probability?

Multiple Choice

−18.39% to 38.05%

−8.98% to 10.68%

−8.98% to 28.64%

−27.79% to 47.45%

−46.60% to 66.26%

Solution

To determine the range of returns with a 68 percent probability, we need to apply the concept of one standard deviation around the mean in a normal distribution. A 68 percent probability in a normal distribution represents one standard deviation from the mean in either direction.

Given:

  • Mean (average return) = 9.83%
  • Standard Deviation = 18.81%

Calculation:

The range of returns with a 68 percent probability would be: Range=Mean±Standard Deviation\text{Range} = \text{Mean} \pm \text{Standard Deviation} So, 9.83%18.81%=8.98%9.83\% - 18.81\% = -8.98\% 9.83%+18.81%=28.64%9.83\% + 18.81\% = 28.64\%

Expected Range

The expected range of returns with a 68 percent probability is: 8.98% to 28.64%-8.98\% \text{ to } 28.64\%

Answer:

The correct choice is: −8.98% to 28.64%

Would you like further details on this calculation or have any other questions?

Here are five related questions to expand on this topic:

  1. How would the range change with a 95 percent probability?
  2. What does the standard deviation represent in this context?
  3. How can you calculate the probability of a return falling outside one standard deviation?
  4. How would the mean return affect the expected range?
  5. How does standard deviation relate to risk in finance?

Tip: In finance, a higher standard deviation often suggests greater volatility or risk associated with an asset's returns.

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Math Problem Analysis

Mathematical Concepts

Probability
Normal Distribution
Standard Deviation

Formulas

Range = Mean ± Standard Deviation

Theorems

68-95-99.7 Rule (Empirical Rule)

Suitable Grade Level

Grades 10-12