Determine if the distribution represents a probability distribution. Then find Mean, Variance, and Standard Deviation. X 7 8 9 10 11 P(x) 0.3 0.5 0.1 0.08 0.02
Solution:
x | P(x) | x * P(x) | x2 * P(x) |
7 | 0.3 | 2.1 | 14.7 |
8 | 0.5 | 4 | 32 |
9 | 0.1 | 0.9 | 8.1 |
10 | 0.08 | 0.8 | 8 |
11 | 0.02 | 0.22 | 2.42 |
Sum | 1 | 8.02 | 65.22 |
Mean = X * P(X)
= 8.02
Variance
= X 2 * P(X) - 2
= 65.22 - (8.02)2 = 0.8996
Standard deviation = = 0.9484
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