Question

In: Statistics and Probability

Do bonds reduce the overall risk of an investment portfolio? Let x be a random variable...

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 % %

Solutions

Expert Solution

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)


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