Calculate the mean, the variance, and the standard deviation of the following discrete probability distribution. (Negative values should be indicated by a minus sign. Round intermediate calculations to at least 4 decimal places. Round your final answers to 2 decimal places.) x −41 −27 −8 −3 P(X = x) 0.29 0.35 0.21 0.15
Solution:
x | P(x) | x * P(x) | x2 * P(x) |
-41 | 0.29 | -11.89 | 487.49 |
-27 | 0.35 | -9.45 | 255.15 |
-8 | 0.21 | -1.68 | 13.44 |
-3 | 0.15 | -0.45 | 1.35 |
Sum | 1 | -23.47 | 757.43 |
Mean = X * P(X)
= -23.47
Variance =
= X 2 * P(X) - 2
= 757.43 - (-23.47)2 = 206.5891
Standard deviation = = 14.3732
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