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 |
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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