In: Statistics and Probability
Do bonds reduce the overall risk of an investment portfolio? Let x be a random variable representing annual percent return for Vanguard Total Stock Index (all stocks). Let y be a random variable representing annual return for Vanguard Balanced Index (60% stock and 40% bond). For the past several years, we have the following data.
x: |
15 |
0 |
18 |
15 |
37 |
22 |
32 |
−19 |
−14 |
−17 |
y: |
16 |
−3 |
14 |
15 |
21 |
21 |
19 |
−2 |
−6 |
−9 |
(a) Compute Σx, Σx2, Σy, Σy2.
Σx | Σx2 | ||
Σy | Σy2 |
(b) Use the results of part (a) to compute the sample mean,
variance, and standard deviation for x and for y.
(Round your answers to two decimal places.)
x | y | |
x | ||
s2 | ||
s |
(c) Compute a 75% Chebyshev interval around the mean for x
values and also for y values. (Round your answers to two
decimal places.)
x | y | |
Lower Limit | ||
Upper Limit |
Use the intervals to compare the two funds.
75% of the returns for the balanced fund fall within a narrower range than those of the stock fund.75% of the returns for the stock fund fall within a narrower range than those of the balanced fund. 25% of the returns for the balanced fund fall within a narrower range than those of the stock fund.25% of the returns for the stock fund fall within a wider range than those of the balanced fund.
(d) Compute the coefficient of variation for each fund. (Round your
answers to the nearest whole number.)
x | y | |
CV | % | % |
Use the coefficients of variation to compare the two funds.
For each unit of return, the stock fund has lower risk.For each unit of return, the balanced fund has lower risk. For each unit of return, the funds have equal risk.
If s represents risks and x represents expected return,
then s/x can be thought of as a measure of risk per unit
of expected return. In this case, why is a smaller CV
better? Explain.
A smaller CV is better because it indicates a higher risk per unit of expected return.A smaller CV is better because it indicates a lower risk per unit of expected return.
Σx= | 89.00 | Σx2= | 4497.00 |
Σy= | 86.00 | Σy2= | 2050.00 |
b)
x | y | |
x̅ = | 8.90 | 8.60 |
s2 | 411.66 | 145.60 |
s | 20.29 | 12.07 |
c)
from Chebychev's theorem: 2 standard deviation form mean value contains 75% of values |
x | y | ||
lower limit | -31.68 | -15.54 | |
upper limit | 49.48 | 32.74 |
75% of the returns for the balanced fund fall within a narrower range than those of the stock fund
d)
x | y | ||
CV | 228.0% | 140.3% |
For each unit of return, the balanced fund has lower risk.
A smaller CV is better because it indicates a lower risk per unit of expected return.