What are the expected value and standard deviation of the following probability distribution?
Random Variable X | Probability | |
1 | 0.05 | |
2 |
0.05 | |
3 | 0.10 | |
4 | 0.10 | |
5 | 0.15 | |
6 | 0.15 | |
7 | 0.25 | |
8 | 0.15 |
Given probability distribution is,
X | P(X) | X * P(X) | X2 * P(X) |
---|---|---|---|
1 | 0.05 | 0.05 | 0.05 |
2 | 0.05 | 0.10 | 0.20 |
3 | 0.10 | 0.30 | 0.90 |
4 | 0.10 | 0.40 | 1.60 |
5 | 0.15 | 0.75 | 3.75 |
6 | 0.15 | 0.90 | 5.40 |
7 | 0.25 | 1.75 | 12.25 |
8 | 0.15 | 1.20 | 9.60 |
Therefore, expected value of X is,
Standard deviation of X is,
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