In: Statistics and Probability
1. For the following probability distribution find the mean, variance, and standard deviation. (complete the chart).
X p(x) x.p(x) x-μ (x-μ)square root of 2 (x-μ)square root of 2 .p(x)
0 0.125
1 0.375
2 0.375
3 0.125
Mean=
Variance=
Standard deviation=
Solution,
x | p(x) | x * p(x) | x2 * p(x) |
0 | 0.125 | 0 | 0 |
1 | 0.375 | 0.375 | 0.375 |
2 | 0.375 | 0.750 | 1.50 |
3 | 0.125 | 0.375 | 1.125 |
1.0 | 1.50 | 3.0 |
a) mean = u = x * p(x) = 1.50
b) variance = 2 = x2 * p(x) - (u)2
variance = 2 = 3 - ( 1.5)2
variance = 2 = 3 - 2.25
variance = 2 = 0.75
c) standard deviation = = x2 * p(x) - (u)2
standard deviation = = 3 - ( 1.5)2
standard deviation = = 3 - 2.25
standard deviation = = 0.75
standard deviation = = 0.866