In: Finance
Using the following returns, calculate the expected returns, the variance, standard deviations and coefficient of variation for X and Y.
Prob | Rx | Ry |
0.35 | 12.2 | 9.65 |
0.3 | 0 | -2 |
0.35 | 6.5 | 12.5 |
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Below is the calculation of expected return, standard deviation, variance and coefficient of variation:
Asset X:
States | Probability | X | Probability Weighted Return | P(X - Expected return of X)^2 |
A | 0.35 | 12.20% | 0.35x12.2%=4.27% | 0.35(0.122-0.06545)^2=0.1119265875% |
B | 0.3 | 0.00% | 0.3x0%=0% | 0.3(0-0.06545)^2=0.128511075% |
C | 0.35 | 6.50% | 0.35x6.5%=2.275% | 0.35(0.065-0.06545)^2=0 |
Expected Return = sum of Probability Weighted Return | 4.27+0+2.275 = 6.545% | |||
Variance= sum of P(X - Expected return of X)^2 | 0.1119265875 +0.128511075 +0 = 0.240% | |||
Standard deviation = Square root of variance | ||||
Coefficient of variation = Standard deviation/Expected return |
Excel screenshot is as follows:
Asset Y:
States | Probability | Y | Probability Weighted Return | P(X - Expected return of X)^2 |
A | 0.35 | 9.65% | 0.35x9.65%=3.3775% | 0.35(0.0965-0.071525)^2=0.021831271875% |
B | 0.3 | -2.00% | 0.3x-2%=-0.6% | 0.3(-0.02-0.071525)^2=0.2513% |
C | 0.35 | 12.50% | 0.35x12.5%=4.375% | 0.35(0.125-0.071525)^2=0.100085146875% |
Expected Return = sum of Probability Weighted Return | 3.3775-0.6+4.375 = 7.153% | |||
Variance= sum of P(X - Expected return of Y)^2 |
0.021831271875+0.2513+0.100085146875= 0.373% |
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Standard deviation = Square root of variance | ||||
Coefficient of variation = Standard deviation/Expected return |