Question
Assume that historical returns and future returns are independently and identically distributed and drawn from the same distribution. a. Calculate the 95% confidence intervals for
Assume that historical returns and future returns are independently and identically distributed and drawn from the same distribution.
a. Calculate the
95%
confidence intervals for the expected annual return of four different investments included in the tables
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(the time period spans
92
years).
b. Assume that the values in the tables are the true expected return and volatility (i.e., estimated without error) and that these returns are normally distributed. For each investment, calculate the probability that an investor will not lose more than
5%
in the next year.
(Hint:
For each investment, you can use the function
normdist(x,mean,volatility,1)
in Excel to compute the probability that a normally distributed variable with a given mean and volatility will exceed x where x in this case is
5%.
Then subtract that probability from 100% to find the probability that an investor will not lose more than
5%.)
c. Do all the probabilities you calculated in part
(b)
make sense? If so, explain. If not, can you identify the reason?
Average Annual Returns for U.S. Small Stocks, Large Stocks (S&P 500), CorporateBonds, and Treasury Bills, 1926-2017 | |
Investment | Average Annual Return |
Small stocks | 18.7% |
S&P 500 | 12.0% |
Corporate bonds | 6.2% |
Treasury bills | 3.4% |
(Click on the following icon
in order to copy its contents into a spreadsheet.)
Volatility of U.S. Small Stocks, Large Stocks (S&P 500), Corporate Bonds, and Treasury Bills,1926-2017 | |
Investment | Return Volatility (Standard Deviation) |
Small stocks | 39.2% |
S&P 500 | 19.8% |
Corporate bonds | 6.4% |
Treasury bills | 3.1% |
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