In: Statistics and Probability
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 | −32 | −20 | −10 | −5 | |
P(X = x) | 0.46 | 0.24 | 0.18 | 0.12 | |
Solution:
We have to find: the mean, the variance, and the standard deviation of the following discrete probability distribution.
x | −32 | −20 | −10 | −5 |
P(X = x) | 0.46 | 0.24 | 0.18 | 0.12 |
Formula:
Mean:
Variance:
where
standard deviation:
Thus we need to make following table:
x | P(X = x) | x*P(x) | x 2 *P(x) |
-32 | 0.46 | -14.7200 | 471.0400 |
-20 | 0.24 | -4.8000 | 96.0000 |
-10 | 0.18 | -1.8000 | 18.0000 |
-5 | 0.12 | -0.6000 | 3.0000 |
Thus
Mean:
Variance:
where
thus
and
standard deviation: