5 Tina is a traffic warden. The number of parking tickets she issues per day, from Monday to Saturday inclusive, may be modelled by a Poisson distribution with mean 11.5. By using suitable approximating distributions, find (i) the probability that on a particular Tuesday she issues at least 15 parking tickets (ii) the probability that during any week (excluding Sunday) she issues at least 50 parking tickets (iii) the probability that during four consecutive weeks she issues (a) at least 50 parking tickets each week (b) at least 200 parking tickets altogether. Account for the difference in the two answers.

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### Probability Distributions: Parking Tickets Issuance

#### Problem 5:
Tina is a traffic warden. The number of parking tickets she issues per day, from Monday to Saturday inclusive, may be modelled by a Poisson distribution with a mean of 11.5. By using suitable approximating distributions, find:

(i) The probability that on a particular Tuesday she issues at least 15 parking tickets.

(ii) The probability that during any week (excluding Sunday) she issues at least 50 parking tickets.

(iii) The probability that during four consecutive weeks she issues:

(a) At least 50 parking tickets each week.

(b) At least 200 parking tickets altogether.

**Note:** You must account for the difference in the two answers. 

---

These problems require an understanding of the Poisson distribution and approximation techniques commonly used in probability theory and statistics. 

1. **Poisson Distribution**: This is a probability distribution that models the number of events occurring within a fixed interval of time or space.

2. **Approximations**: For large sample sizes or specific conditions, different approximations (such as normal or binomial approximations) might be employed to simplify the calculations.

The steps involved in solving these problems typically include determining the mean and variance of the distribution, identifying the appropriate approximation, and then using statistical techniques or tools to find the required probabilities.
Transcribed Image Text:### Probability Distributions: Parking Tickets Issuance #### Problem 5: Tina is a traffic warden. The number of parking tickets she issues per day, from Monday to Saturday inclusive, may be modelled by a Poisson distribution with a mean of 11.5. By using suitable approximating distributions, find: (i) The probability that on a particular Tuesday she issues at least 15 parking tickets. (ii) The probability that during any week (excluding Sunday) she issues at least 50 parking tickets. (iii) The probability that during four consecutive weeks she issues: (a) At least 50 parking tickets each week. (b) At least 200 parking tickets altogether. **Note:** You must account for the difference in the two answers. --- These problems require an understanding of the Poisson distribution and approximation techniques commonly used in probability theory and statistics. 1. **Poisson Distribution**: This is a probability distribution that models the number of events occurring within a fixed interval of time or space. 2. **Approximations**: For large sample sizes or specific conditions, different approximations (such as normal or binomial approximations) might be employed to simplify the calculations. The steps involved in solving these problems typically include determining the mean and variance of the distribution, identifying the appropriate approximation, and then using statistical techniques or tools to find the required probabilities.
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