The weekly demand of a slow-moving product has the probability mass function shown to the right.
Find the expected value, variance, and standard deviation of weekly demand. Type an integer or decimal, DO NOT ROUND
Demand, x | Probability, f(x) |
0 | 0.2 |
1 | 0.3 |
2 | 0.4 |
3 | 0.1 |
4 or more | 0.0 |
Solution:
Given that,
X | P(X) | X*P(X) | X^2*P(X) |
0 | 0.2 | 0 | 0 |
1 | 0.3 | 0.3 | 0.3 |
2 | 0.4 | 0.8 | 1.6 |
3 | 0.1 | 0.3 | 0.9 |
4 | 0 | 0 | 0 |
Sum = | 1 | 1.4 | 2.8 |
Mean :
E(X) = = X * P(X)
= 1.4
Variance :
= X2 * P(X) - ()2
= 2.8 - ( 1.4 )2
= 0.84
Standard deviation:
= X2 * P(X) - ()2
= Variance
= 0.84
= 0.9165
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