what is the expected value and standard deviation of a bet B that pays off the number of points on a fair die, squared? for example, if the die lands on 3, you receive $9.
Points on fair die | Payoff | Probability |
1 | 1 | 1/6 |
2 | 4 | 1/6 |
3 | 9 | 1/6 |
4 | 16 | 1/6 |
5 | 25 | 1/6 |
6 | 36 | 1/6 |
Expected Payoff = E[P] = (1/6)*1 +(1/6)*4 + (1/6)*9 +(1/6)*16 + (1/6)*25 + (1/6)*36 = 91/6 = 15.16667
Variance of the payoff = (1/6)*(1-15.6667)2 + (1/6)*(4-15.6667)2 + (1/6)*(9-15.6667)2 + (1/6)*(16-15.6667)2 + (1/6)*(25-15.6667)2 + (1/6)*(36-15.6667)2 = 149.1389
Standard Deviation of the payoff is the squareroot of the variance
Standard deviation = 149.13891/2 = 12.21224
Answer (rounded to 2 decimals)
Expected Payoff = 15.17, Standard Deviation = 12.21
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