The probability distribution of the number of accidents in North York, Ontario, each day is given by
x | 0 | 1 | 2 | 3 | 4 | 5 |
---|---|---|---|---|---|---|
P(x) | 0.20 | 0.15 | 0.25 | 0.15 | 0.20 | 0.05 |
a) Based on this distribution, what would be the expected number of accidents on a given day?
A: 1.81
B: 1.47
C: 2.15
D: 4.62
b) Based on this distribution, what is the approximate value of the standard deviation of the number of accidents per day?
A: 2.15
B: 2.33
C: 6.95
D: 1.53
Solution:
x | P(x) | x * P(x) | x2 * P(x) |
0 | 0.2 | 0 | 0 |
1 | 0.15 | 0.15 | 0.15 |
2 | 0.25 | 0.5 | 1 |
3 | 0.15 | 0.45 | 1.35 |
4 | 0.2 | 0.8 | 3.2 |
5 | 0.05 | 0.25 | 1.25 |
Sum | 1 | 2.15 | 6.95 |
a)
Mean = X * P(X)
= 2.15
option c.
b)
Standard deviation =
=X 2 * P(X) - 2
= 6.95 - (2.15)2 = 2.3275
Standard deviation = = 1.53
option D.
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