In: Finance
There are only two possible states of the economy. State 1 has a 75% chance of occurring. In State 1, Asset A returns 5.50% and Asset B returns 8.50%. In-State 2, Asset A returns -3.20% and Asset B returns -6.20%. A portfolio of just these two assets is invested 35% in Asset A (with Asset B comprising the remainder without any negative weights). What is the standard deviation of the portfolio's returns?
5.46% |
|
5.59% |
|
5.73% |
|
5.87% |
|
6.00% |
Answer: 5.46%
Working Note
Asset A
Expected Return = (0.75*5.50) + (0.25*-3.20) = 3.33%
Probability | Return (X) | A = X- Expected Return | B = A* A | C= Probability * B |
0.75 | 5.50 | 2.18 | 4.73 | 3.55 |
0.25 | -3.20 | -6.53 | 42.58 | 10.64 |
Variance = 3.55+10.64= 14.19
Standard Deviation = square root of variance = 3.77
Asset B
Expected Return = (0.75 *8.50) + (0.25 *-6.20) = 4.83%
Probability | Return (Y) | A= Y- Expected Return | B= A* A | C= Probability * B |
0.75 | 8.5 | 3.67 | 13.51 | 10.13 |
0.25 | -6.2 | -11.03 | 121.55 | 30.39 |
Variance = 10.13+30.39 = 40.52
Standard Deviation = square root of variance = 6.37
Now, we will calculate covariance
Probability | A = X- Expected Return | B= Y- Expected Return | Probability * A*B |
0.75 | 2.18 | 3.68 | 6.02 |
0.25 | -6.53 | -11.03 | 18.01 |
24.02 |
Therefore, the covariance between both the stocks is 24.02
Standard Deviation = σP = √(wA2σA2 + wB2 σB2 + 2wAwBcovAB )
Standard Deviation = √ 0.35*0.35*3.77*3.77 + 0.65*0.65*6.37*6.37
+ 2*0.35*0.65*24.02
Standard Deviation = √ 29.8140 = 5.46%