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Consider the following table for the total annual returns for a given period of time. Series Large-company stocks Small-compa

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Answer #1

Confidence intervals for a normal distribution are :

68% of values fall within 1 standard deviation of the mean (-1s <= X <= 1s)

95% of values fall within 1.96 or 2 standard deviations of the mean (-1.96s <= X <= 1.96s)

1) Looking at the large company stocks' return history, we see that the mean return was 10.9%, with a standard deviation of 21.2%. The range of returns we would expect to see 68% of the time is the mean plus or minus 1 standard deviation, or:

Return ± 1 Standard Deviation = 10.9% ± 1(21.2%) = –10.3% to 32.1%

2) The range of returns you would expect to see 95 percent of the time is the mean plus or minus 2 standard deviations, or:

Return ± 2 Standard Deviation = 10.9% ± 2(21.2%) = -31.5% to 53.3%

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