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: |
20 |
0 |
16 |
15 |
30 |
38 |
23 |
−15 |
−10 |
−23 |
y: |
15 |
−7 |
22 |
26 |
27 |
21 |
10 |
−1 |
−5 |
−8 |
(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 | % | % |
a) From the given data
S.NO. | X | Y | X^2 | Y^2 |
1 | 20 | 15 | 400 | 225 |
2 | 0 | -7 | 0 | 49 |
3 | 16 | 22 | 256 | 484 |
4 | 15 | 26 | 225 | 676 |
5 | 30 | 27 | 900 | 729 |
6 | 38 | 21 | 1444 | 441 |
7 | 23 | 10 | 529 | 100 |
8 | -15 | -1 | 225 | 1 |
9 | -10 | -5 | 100 | 25 |
10 | -23 | -8 | 529 | 64 |
Total: | 94 | 100 | 4608 | 2794 |
Σx = 94 Σx2 = 4608 Σy = 100 Σy2.= 2794
b) Mean and Variance of X :
Sample SD(X) = sqrt(413.822) = 20.3426
Mean and Variance of Y:
SD(Y) = Sqrt(199.333) = 14.1185
c)
d)