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Paper 4 · Poisson Distribution

Weekly supply to car dealer B follows a Poisson distribution with mean 23\frac{2}{3} cars. What is the probability that, in a given week, fewer than three cars are supplied to B?

A0.8560.856
B0.9200.920
C0.9700.970
D0.9950.995
Explanation: For XPo(2/3)X\sim\text{Po}(2/3): P(X<3)=P(0)+P(1)+P(2)=e2/3[1+23+(2/3)22]=e2/3(1.8889)0.970P(X<3) = P(0)+P(1)+P(2) = e^{-2/3}\left[1+\frac23+\frac{(2/3)^2}{2}\right] = e^{-2/3}(1.8889) \approx 0.970. Omitting the P(2)P(2) term gives e2/3(1.6667)0.856e^{-2/3}(1.6667)\approx0.856. Rounding the mean up to 1 before calculating gives e1(2.5)0.920e^{-1}(2.5)\approx0.920. Including P(3)P(3) as well (an off-by-one error using X3X\leq3) gives 0.995\approx0.995.

Derived from ZIMSEC Maths Paper 1, June 2007, Q6 (Statistics)

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