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Use the Rank Correlation Coefficient to Test for a Correlation

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Use the rank correlation coefficient to test for a correlation between the two variables.
-A college administrator collected information on first-semester night-school students. A random sample taken of 12 students yielded the following data on age and GPA during the first semester.
 Age GPAy181.2263.8272.0373.3332.5471.6201.4483.6503.7383.4342.7222.8\begin{array}{llcc} \text { Age} & \text { GPA} \\ \underline{\text {x }} & \underline{\text {y}}\\18&1.2\\26&3.8\\27&2.0\\37&3.3\\33&2.5\\47&1.6\\20&1.4\\48&3.6\\50&3.7\\38&3.4\\34&2.7\\22&2.8\end{array}
Do the data provide sufficient evidence to conclude that the variables age, xx , and GPA, yy , are correlated? Apply a rank-correlation test. Use α=0.05\alpha = 0.05 .

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