12. The stock market return data follow a normal distribution (Bell-Shape Curve). If the average annual return is 10%, and the standard deviation of annual returns is 15%, what conclusion could you draw on the possible returns over the next 100 years?
A. Approximately 68 out of 100 years, the returns will be greater than 10% but less than 15%.
B. Approximately 95 of out of 100 years, the returns will be greater than -20% but less than 40%.
C. Approximately 99 of out of 100 years, the returns will be greater than -20% but less than 40%.
D. Approximately 68 out of 100 years, the returns will be greater than -20% but less than 40%.
Given that
mean = 10
standard deviation = 15
using empirical rule, we know that
68% of data fall within 1 standard deviation of the mean =
95% of data fall within 2 standard deviation of the mean =
99.7% of data fall within 3 standard deviation of the mean =
option A, C and D are incorrect because given percentages are not matching with the calculated percentage returns.
so, only option B is correct
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