Based on observations over a long period, the mean time taken by male students in Griffles Junior College (GJC) to complete a \(2.4\) km run is known to be \(11.3\) minutes with a standard deviation of \(2.2\) minutes. As part of a review of the current physical training programme, the Physical Education (PE) department in GJC decided to test, at the \(2.5\%\) level of significance, whether the mean time taken by male students in GJC to complete a \(2.4\) km run has changed. The time taken, \(x\) minutes, by a random sample of \(8\) Year \(5\) male students from GJC to complete a \(2.4\) km run, are as follows:
\({11 \quad 11.5 \quad 10.8 \quad 11.2 \quad 11.4 \quad 11 \quad 11.8 \quad 12.5}\)
The PE department in GJC also conducted a second test, at the \(3\%\) level of significance, to determine whether the mean time taken by female students in GJC to complete a \(2.4\) km run is less than \(14.5\) minutes. A random sample of \(n\) female students from GJC is taken, where \(n\) is large. The mean and standard deviation of the time taken by this sample to complete a \(2.4\) km run are found to be \(14.2\) minutes and \(1.5\) minutes respectively.
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