Hypothesis test for the mean of a Poisson distributionEdexcel A-Level Further Maths: Mind map
Setting up
One-tailed
Poisson hypothesis test
testing the mean rate
tails
Critical region
Two-tailed
Conclusion
Exam questions on Hypothesis test for the mean of a Poisson distribution
- A help desk historically receives calls at a mean rate of per hour, modelled by a Poisson distribution. After a publicity campaign, the manager records calls in a randomly chosen hour and wants to test, at the significance level, whether the mean rate of calls has increased.Write down the conclusion of the test, in context.2 marks
- In a long-running textbook, typing errors occur at a mean rate of per page, modelled by a Poisson distribution. A new editor checks randomly chosen pages and finds errors in total. A test is carried out at the significance level to see whether the mean rate of errors has decreased.Find the critical region for this test, and state the actual significance level of the test.2 marks
- A factory's machines have historically broken down at a mean rate of per week. During a randomly chosen two-week period there are breakdowns. The manager believes that the weekly rate has changed. Breakdowns are assumed to occur at random, independently and at a constant average rate, and the test is carried out at the significance level.State suitable hypotheses for the test, where is the mean number of breakdowns per week, and the distribution of the number of breakdowns in the two-week period under .3 marks
Written by the Exaim team, led by Shaun Daswani (Head of Upper Secondary, Improve ME Institute; MSc Financial Mathematics, Imperial College London; BSc, UCL) and Jason Daswani (operational lead, Improve ME Institute; LSE).