9 balls are marked with the number 1, 8 balls are marked with the number 3 and 3 balls are marked with the number 5. A ball is drawn at random from the urn. If the outcome is X, what is the variance of X ?
Select one: a. 5.4000 b. 2.0400 c. 7.8000 d. 13.5600 e. 2.4000
Total number of balls in the urn = 9+8+3 = 2
Probability distribution table
X | 1 | 3 | 5 |
P(x) | 9/20 = 0.45 | 8/20 = 0.4 |
3/20 = 0.15 |
Expected value, E(x) = 1x0.45 + 3x0.4 + 5x0.15 = 2.4
Variance, V(x) = Sum of {(X - E(x))^2 x P(x)}
= (1 - 2.4)^2 x 0.45 + (3 - 2.4)^2 x 0.4 + (5 - 2.4)^2 x 0.15
= 2.04
Ans: b. 2.0400
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