9231/43 · May/June 2023
Download PDFThe continuous random variable has probability density function given by
Find the cumulative distribution function of .
The random variable is defined by . Find the probability density function of .
Find the exact value of the median of .
Shane is studying the lengths of the tails of male red kangaroos. He takes a random sample of 14 male red kangaroos and measures the length of the tail, , for each kangaroo. He then calculates a 90% confidence interval for the population mean tail length, , of male red kangaroos. He assumes that the tail lengths are normally distributed and finds that . Find the values of and for this sample.
A large number of students took two test papers in mathematics. The teacher believes that the marks obtained in Paper 1 will be higher than the marks obtained in Paper 2. She chooses a random sample of 9 students and compares their marks. The marks are shown in the table.
| Student | |||||||||
| Paper 1 | 46 | 73 | 55 | 64 | 86 | 42 | 66 | 68 | 60 |
| Paper 2 | 41 | 66 | 61 | 63 | 90 | 40 | 58 | 42 | 70 |
Carry out a Wilcoxon matched-pairs signed-rank test, at the 5% significance level, to test whether the data supports the teacher's belief.
State an assumption that you have made in carrying out the test in part (a).
An inspector is checking the lengths of metal rods produced by two machines, and . These rods should be of the same length, but the inspector suspects that those made by machine are shorter, on average, than those made by machine . The inspector chooses a random sample of 80 rods made by machine and a random sample of 60 rods made by machine . The lengths of these rods are and respectively. Her results are summarised as follows.
Test at the 10% significance level whether the data supports the inspector's suspicion.
Give a reason why it is not necessary to make any assumption about the distributions of the lengths of the rods.
The random variable has probability generating function given by where is a constant.
Show that .
The random variable has probability generating function given by The random variables and are independent and . Find the probability generating function of , expressing your answer as a polynomial in .
Use your answer to part (b) to find the value of .
Write down the most probable value of .
A scientist is investigating whether the ability to remember depends on age. A random sample of 150 students in different age groups is chosen. Each student is shown a set of 20 objects for thirty seconds and then asked to list as many as they can remember. The students are graded or according to how many objects they remembered correctly: grade for 16 or more correct and grade for fewer than 16 correct. The results are shown in the table.
| Age of students | |||
| 11--12 years | 13--14 years | 15--16 years | |
| Grade | 25 | 16 | 19 |
| Grade | 28 | 45 | 17 |
Carry out a -test at the 2.5% significance level to test whether grade is independent of age of student.
The scientist decides instead to use three grades: grade for 16 or more correct, grade for 10 to 15 correct and grade for fewer than 10 correct. The results are shown in the following table.
| Age of students | |||
| 11--12 years | 13--14 years | 15--16 years | |
| Grade | 25 | 16 | 19 |
| Grade | 12 | 27 | 11 |
| Grade | 16 | 18 | 6 |
With this second set of data, the test statistic is calculated as 10.91. Complete the -test at the 2.5% significance level for this second set of data.
State, with a reason, whether you would prefer to use the result from part (a) or part (b) to investigate whether the ability to remember depends on age.






