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:
Let me know in the comments if anything is not clear. I will reply ASAP! Please do upvote if satisfied!