In: Statistics and Probability
Please state the step number next to the answers, thank you!
The following table gives the average number of hours 7 junior high students were left unsupervised each day and their corresponding overall grade averages.
| Hours Unsupervised | 0 | 0.5 | 1.5 | 2.5 | 3.5 | 4.5 | 5 |
|---|---|---|---|---|---|---|---|
| Overall Grades | 96 | 88 | 84 | 80 | 76 | 72 | 68 |
Step 1 of 3: Calculate the correlation
coefficient, r. Round your answer to six decimal
places.
Step 2 of 3: Determine if r is statistically
significant at the 0.01 level. (Yes or No)
Step 3 of 3: Calculate the coefficient of
determination, r2. Round your answer to three decimal
places.
Step 1
The provided data are shown in the table below
| X | Y |
| 0 | 96 |
| 0.5 | 88 |
| 1.5 | 84 |
| 2.5 | 80 |
| 3.5 | 76 |
| 4.5 | 72 |
| 5 | 68 |
Also, the following calculations are needed to compute the correlation coefficient:
| X | Y | X*Y | X2 | Y2 | |
| 0 | 96 | 0 | 0 | 9216 | |
| 0.5 | 88 | 44 | 0.25 | 7744 | |
| 1.5 | 84 | 126 | 2.25 | 7056 | |
| 2.5 | 80 | 200 | 6.25 | 6400 | |
| 3.5 | 76 | 266 | 12.25 | 5776 | |
| 4.5 | 72 | 324 | 20.25 | 5184 | |
| 5 | 68 | 340 | 25 | 4624 | |
| Sum = | 17.5 | 564 | 1300 | 66.25 | 46000 |
The correlation coefficient r is computed using the following
expression:
Therefore, based on this information, the sample correlation
coefficient is computed as follows
which completes the calculation.
Step 2
YES

Step 3
The coefficient of determination is given by:

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