In: Finance
The following probability distributions of returns for two stocks have been estimated:
Probability; Stock A; Stock B
0.3; 12%; 5%
0.4; 8; 4
0.3; 6; 3
What is the coefficient of variation for the stock that is less risky (assuming you use the coefficient of variation to rank riskiness).
3.62
0.28
0.66
5.16
0.19
Stock A
Probability (P) | Return(%) | P*Return | Deviation form expected return (D) | PD^2 |
0.3 | 12.00 | 3.60 | 3.40 | 3.47 |
0.4 | 8.00 | 3.20 | (0.60) | 0.14 |
0.3 | 6.00 | 1.80 | (2.60) | 2.03 |
Expected Return =P*Return
= 3.6+3.2+1.8
= 8.60%
Variance = PD^2
= 3.47+.14+2.03
= 5.64
Standard Deviation = Variance
= 5.64
= 2.37%
Coefficient of Variation (CV) = standard deviation / expected value
= 2.37/8.6
= 0.28
Stock B
Probability (P) | Return(%) | P*Return | Deviation form expected return (D) | PD^2 |
0.3 | 5.00 | 1.50 | 1.00 | 0.30 |
0.4 | 4.00 | 1.60 | - | - |
0.3 | 3.00 | 0.90 | (1.00) | 0.30 |
Expected Return =P*Return
= 1.5+1.6+.9
= 4.00%
Variance = PD^2
= .3+0+.3
= .60
Standard Deviation = Variance
= .60
= .77%
Coefficient of Variation (CV) = standard deviation / expected value
= .77/4
= 0.19
The lower the ratio, lower the risk.So answer is 0.19