6 The reaction times, in milliseconds, of all adult males in a standard experiment have a symmetrical distribution with mean and median both equal to 700 and standard deviation 125.
The reaction times of a random sample of 6 international athletes are measured and the results are as follows:
\(\begin{array} { l l l l l l } 702 & 631 & 540 & 714 & 575 & 480 \end{array}\)
It is required to test whether international athletes have a mean reaction time which is less than 700.
- Assume first that the reaction times of international athletes have the distribution \(\mathrm { N } \left( \mu , 125 ^ { 2 } \right)\).
Test at the \(5 \%\) significance level whether \(\mu < 700\).
- Now assume only that the distribution of the data is symmetrical, but not necessarily normal.
- State with a reason why a Wilcoxon test is preferable to a sign test.
- Use an appropriate Wilcoxon test at the \(5 \%\) significance level to test whether the median reaction time of international athletes is less than 700 .
- Explain why the significance tests in part (a) and part (b)(ii) could produce different results.