In: Finance
The market and Stock J have the following probability distributions. Calculate the standard deviations for the Stock J.
Probability | r M | r J |
0.3 | -10% | 10% |
0.4 | 20% | 18% |
0.3 | 25% | 30% |
6.22% |
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14.87% |
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12.50% |
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3.85% |
||
7.81% |
Standard deviation of stock J
Answer: 7.81
Where,
P = Probability
x̅ = Expected return of the stock
X = Return on investment of the stock
Standard deviation of the return
Probability (P) |
Rate of return (%) |
(X - x̅) |
P(X - x̅)2 |
||
(I) |
(II) |
(III) |
(IV) = (I) * (III)2 |
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.30 |
10 |
10 – 19.20 = -9.20 |
.30 * (-9.20)2 = 25.392 |
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.40 |
18 |
18 – 19.20 = -1.20 |
.40 * (-1.20)2 = 0.576 |
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.30 |
30 |
30 – 19.20 = 10.80 |
.30 * (10.80)2 = 34.992 |
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Total ( ∑P(X - X̅)2) |
60.96 |
||||
Expected Return (x̅) = Probability * Return
= 0.30 * 10 +0.40 * 18 +0.30 * 30
= 19.20%
SD =
SD =7.8076
SD =7.81