2024 Q6
You must refer to the spreadsheet file 'Q6 golf.csv' for the data, and the word processing file 'Q6 Golf Answers.docx' when answering this question.
You must complete parts (a) (i) and (c) (ii) using appropriate statistical software. You must include all output from statistical software, and your answers in the word processing file 'Q6 Golf Answers.docx'.
A golf ball manufacturing company has designed a new golf ball which is more hard-wearing. The company wants to determine whether there is a difference in the distances travelled by the current and new golf balls.
To measure the distances travelled by the current and new golf balls, a random sample of 40 of the current golf balls and a random sample of 40 of the new golf balls were subjected to distance tests using a mechanical hitting machine. Data was collected for the distances travelled (in metres) of both the current and new golf balls.
The data was found to be approximately normally distributed.
(a) (i) Generate and state appropriate measures of location and spread for the current and new golf balls.
(ii) Make two valid comparisons about the driving distances of both the current and new golf balls.
(b) State appropriate null and alternative hypotheses to determine if there is a statistically significant difference between the distances travelled by the current and new golf balls.
(c) (i) State which type of hypothesis test is appropriate to determine if there is a statistically significant difference between the distances travelled by the current and new golf balls.
(ii) Perform the hypothesis test and state the p-value.
(iii) Hence interpret the p-value, and the result of the hypothesis test, in context.