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: 4%4\%, 17%-17\%, and 12%12\%.

First, calculate the mean return: Mean=4+(17)+123=13=0.33%\text{Mean} = \frac{4 + (-17) + 12}{3} = \frac{-1}{3} = -0.33\%

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 4%4\%: (4(0.33))2=(4+0.33)2=4.332=18.7489(4 - (-0.33))^2 = (4 + 0.33)^2 = 4.33^2 = 18.7489

For 17%-17\%: (17(0.33))2=(17+0.33)2=(16.67)2=278.0889(-17 - (-0.33))^2 = (-17 + 0.33)^2 = (-16.67)^2 = 278.0889

For 12%12\%: (12(0.33))2=(12+0.33)2=12.332=152.0289(12 - (-0.33))^2 = (12 + 0.33)^2 = 12.33^2 = 152.0289

Step 3: Calculate the Variance

The variance is the average of these squared deviations: Variance=18.7489+278.0889+152.02893=448.86673=149.6222\text{Variance} = \frac{18.7489 + 278.0889 + 152.0289}{3} = \frac{448.8667}{3} = 149.6222

Step 4: Calculate the Standard Deviation

Finally, take the square root of the variance to get the standard deviation: Standard Deviation=149.622212.23%\text{Standard Deviation} = \sqrt{149.6222} \approx 12.23\%

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:

  1. How do you interpret standard deviation in the context of stock returns?
  2. What other statistical measures are important when analyzing stock performance?
  3. How does volatility differ from standard deviation in financial terms?
  4. What is the difference between variance and standard deviation?
  5. 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)