A college faculty collected data on his studens' score in the first exam and their first quiz. Look for the image for table. Supposed that the value of - Regression constant is XXXXXXXXXX, -...

A college faculty collected data on his studens' score in the first exam and their first quiz.
Look for the image for table.

Supposed that the value of
-Regression constant
is
9.1410114235,

-Regression coefficient
is
0.90613879

-Correlation coefficient
is
0.917431314

-Coefficient of determination
is0.841680217

Try to interpret this or describe this data in an in-depth manner.

Note: no calculation anymore, just interpretation of the data.

Example of expected answer:  The coefficient of determination gives the amount of variation in the model explained by the factor considered in the model. Here only 1.74% of the variation is explained by the independent variable. Therefore, we can conclude that the high school grade is not much associated with the general weighted average.

Extracted text: First Quiz First Exam 12 20 11 19 13 24 5 14 19 27 14 22 17 25 6 14 17 22 14 26 18 26 7 15 8 15 18 23 14 20