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: So,
Expected Range
The expected range of returns with a 68 percent probability is:
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:
- How would the range change with a 95 percent probability?
- What does the standard deviation represent in this context?
- How can you calculate the probability of a return falling outside one standard deviation?
- How would the mean return affect the expected range?
- 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
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