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:

13

0

23

31

37

17

27

?18

?18

?8

y:

10

?9

18

24

25

25

20

?5

?10

?7

(a) Compute ?x, ?x2, ?y, ?y2.

?x ?x2
?y ?y2


(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.

Solutions

Expert Solution

a)

X Y X^2 Y^2
13 10 169 100
0 -9 0 81
23 18 529 324
31 24 961 576
37 25 1369 625
17 25 289 625
27 20 729 400
-18 -5 324 25
-18 -10 324 100
-8 -7 64 49
Sum 104 91 4758 2905

; ; and

b) Mean:

Sample variance:

Sample standard deviation:

X Y
Mean 10.4 9.1
S.Var 408.49 230.767
S.Std 20.211 15.191

c) 75% chebyshev interval around the mean for x values and also for y values:

Chebhyshev's: and Z=k=2

Chebhyshev's Interval:

X Y
Lower -30.0222 -21.282
Upper 50.82222 39.48201

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.

d) Coefficient of variation:

CV of X= (20.211/10.4) *100= 1.943376

CV of Y=(15.191/9.1) *100= 1.669341

Use the coefficients of variation to compare the two funds:

For each unit of return, the balanced fund has lower risk. Because coefficient of variation is low.

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:

A smaller CV is better because it indicates a lower risk per unit of expected return


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