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2.5 O: Statistical hypothesis testing

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Question 9

A cosmic ray observatory monitors the frequency of high-energy solar micro-bursts. Records show that the observatory detects an average of 48 micro-bursts per 10-hour cycle. The number of micro-bursts detected per hour is modeled using a Poisson distribution.

a.

Determine the critical region for a two-tailed test of the mean number of detections per hour at a 10% level of significance. The probability of rejection in each tail must be less than 0.05.

[4]
b.

Calculate the actual significance level of this test.

[1]
c.

A new filtering lens is installed which the lead scientist claims has significantly reduced the sensitivity to these micro-bursts, thereby reducing the mean number of detections.

A random observation period of 50 hours is conducted, and a total of 215 micro-bursts are recorded.

Use a suitable approximation to test the scientist's claim at a 5% level of significance. You should state your hypotheses clearly.

[6]

2.5 O: Statistical hypothesis testing Questions

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  3. /2.5 O: Statistical hypothesis testing