In: Math
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: | 
 21  | 
 0  | 
 35  | 
 27  | 
 34  | 
 18  | 
 37  | 
 −17  | 
 −21  | 
 −20  | 
| y: | 
 16  | 
 −7  | 
 21  | 
 20  | 
 16  | 
 15  | 
 17  | 
 −1  | 
 −8  | 
 −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.
(a-b)
For data set X:
Following table shows the calculations:
| X | x^2 | |
| 21 | 441 | |
| 0 | 0 | |
| 35 | 1225 | |
| 27 | 729 | |
| 34 | 1156 | |
| 18 | 324 | |
| 37 | 1369 | |
| -17 | 289 | |
| -21 | 441 | |
| -20 | 400 | |
| Total | 114 | 6374 | 

---------------------------------------
For data set Y:
Following table shows the calculations:
| Y | Y^2 | |
| 16 | 256 | |
| -7 | 49 | |
| 21 | 441 | |
| 20 | 400 | |
| 16 | 256 | |
| 15 | 225 | |
| 17 | 289 | |
| -1 | 1 | |
| -8 | 64 | |
| -8 | 64 | |
| Total | 81 | 2045 | 

(c)
According to Chebyshev's inequality, at least 75% data values lie within 2 standard deviations of mean.
For X:
Lower limit:

Upper limit

For Y:
Lower limit:

Upper limit

Correct option:
75% of the returns for the balanced fund fall within a narrower range than those of the stock fund.