Sue Anne owns a medium-sized buisness. Consider the probability distribution presented below, where x describes the number of employees who cal in sick on a given day.
Number of employees sick||| 0 1 2 3 4
p(x) | 05 .4 .3 .15 .1
Find the mean and variance of the random variable x.
Number of employees(X) | 0 | 1 | 2 | 3 | 4 |
Probability | 0.05 | 0.4 | 0.3 | 0.15 | 0.1 |
We have been given this probability distribution.
Mean or expected value= E(X)= sum(X*p(x))
= 0*0.05 + 1*0.4 + 2*0.3 + 3*0.15 + 4*0.1
= 0+0.4+0.6+0.45+0.4
= 1.85
Variance= E(X2) - [E(X)]2
Number of employees (X2) | 0 | 1 | 4 | 9 | 16 |
Probability | 0.05 | 0.4 | 0.3 | 0.15 | 0.1 |
Thus, E(X2)= 0*0.05 + 1*0.4 + 4*0.3 + 9*0.15 + 16*0.1
= 0+0.4+1.2+1.35+1.6
= 4.55
Thus, variance= 4.55- 1.85*1.85
= 1.1275
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