In: Statistics and Probability
Find the mean and standard deviation of the following probability distribution. x 0 0.8 1 2.3 3 P(x) 0.27 0.18 0.06 0.19 0.30
Solution:
x | P(x) | x * P(x) | x2 * P(x) |
0 | 0.27 | 0 | 0 |
0.8 | 0.18 | 0.144 | 0.1152 |
1 | 0.06 | 0.06 | 0.06 |
2.3 | 0.19 | 0.437 | 1.0051 |
3 | 0.3 | 0.9 | 2.7 |
Sum | 1 | 1.541 | 3.8803 |
Mean = X * P(X)
= 1.541
Standard deviation =
=X 2 * P(X) - 2
= 3.8803 - (1.541)2 = 1.505619
Standard deviation = = 1.2270