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9231 P22 - Nov 2018 - Q10 - 12 marks
6137

The number of accidents, \(x\), that occur each day on a motorway are recorded over a period of 40 days. The results are shown in the following table.

Number of accidents 0 1 2 3 4 5 6 \(\geqslant 7\)
Observed frequency 3 5 8 10 5 7 2 0

(i) Show that the mean number of accidents each day is \(2.95\) and calculate the variance for this sample. Explain why these values suggest that a Poisson distribution might fit the data.

A Poisson distribution with mean \(2.95\), as found from the data, is used to calculate the expected frequencies, correct to 2 decimal places. The results are shown in the following table.

Number of accidents 0 1 2 3 4 5 6 \(\geqslant 7\)
Observed frequency 3 5 8 10 5 7 2 0
Expected frequency 2.09 6.18 9.11 8.96 6.61 3.90 1.92 1.23

(ii) Show how the expected frequency of \(6.61\) for \(x=4\) is obtained.

(iii) Test at the \(5\%\) significance level the goodness of fit of this Poisson distribution to the data.

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