Math Problem Statement
A stock experienced returns of 4 percent, −17 percent, and 12 percent during the last three years. What is the standard deviation of the stock's returns for the three-year period?
Solution
To calculate the standard deviation of the stock's returns for the three-year period, we follow these steps:
Step 1: Calculate the Mean (Average) Return
The three returns are: , , and .
First, calculate the mean return:
Step 2: Calculate the Squared Deviations from the Mean
Next, we calculate the deviation of each return from the mean, square these deviations, and then sum them up.
For :
For :
For :
Step 3: Calculate the Variance
The variance is the average of these squared deviations:
Step 4: Calculate the Standard Deviation
Finally, take the square root of the variance to get the standard deviation:
So, the standard deviation of the stock's returns over the three-year period is approximately 12.23%.
Would you like more details on any of these steps or calculations?
Related Questions:
- How do you interpret standard deviation in the context of stock returns?
- What other statistical measures are important when analyzing stock performance?
- How does volatility differ from standard deviation in financial terms?
- What is the difference between variance and standard deviation?
- How would the calculation change if we had more years of data?
Tip:
In finance, a higher standard deviation indicates more volatility, meaning the stock's returns are spread out over a wider range.
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Math Problem Analysis
Mathematical Concepts
Statistics
Stock Returns
Standard Deviation
Variance
Mean (Average)
Formulas
Mean = (Sum of returns) / Number of returns
Variance = (Sum of squared deviations from mean) / Number of returns
Standard Deviation = sqrt(Variance)
Theorems
Properties of Variance and Standard Deviation
Suitable Grade Level
College Level (Finance, Statistics)
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