Math Problem Statement
A stock had returns of 17.47 percent, −7.03 percent, and 23.78 percent for the past three years. What is the standard deviation of the returns?
Multiple Choice
9.46%
26.49%
12.87%
2.65%
16.28%
Solution
To calculate the standard deviation of the returns, follow these steps:
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Compute the mean return (): Given returns: .
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Compute the squared deviations from the mean: For each return , calculate :
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Find the variance ():
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Take the square root to find the standard deviation ():
Correct Answer: 16.28%
Would you like further explanation or more examples? Here are five related questions to practice:
- How is the standard deviation of returns useful in financial analysis?
- Calculate the variance of a stock with annual returns of 5%, 10%, and -3%.
- What is the relationship between standard deviation and portfolio risk?
- How do you calculate the mean return when the returns are given in decimals rather than percentages?
- Why do we divide by instead of when calculating sample variance?
Tip: Always check whether you're working with a sample or population when calculating variance or standard deviation. This determines whether to divide by or .
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Math Problem Analysis
Mathematical Concepts
Statistics
Standard Deviation
Variance
Mean
Formulas
Mean: \( \bar{R} = \frac{\text{Sum of returns}}{\text{Number of returns}} \)
Variance: \( \sigma^2 = \frac{\text{Sum of squared deviations}}{\text{Number of returns - 1}} \)
Standard Deviation: \( \sigma = \sqrt{\text{Variance}} \)
Theorems
Sample Variance and Standard Deviation
Suitable Grade Level
Grades 11-12 or college-level introductory statistics
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