In: Statistics and Probability
The average driving distance (yards) and driving accuracy(percent of drives that land in the fairway) for 8 golfers are recorded in the table to the right. Complete parts a through e below. |
Player |
Distance (yards) |
Accuracy (%) |
||
---|---|---|---|---|---|
1 |
316.1316.1 |
44.6 |
|||
2 |
303.3 |
51.7 |
|||
3 |
309.4 |
47.5 |
|||
4 |
311.6 |
40.6 |
|||
5 |
295.3 |
55.4 |
|||
6 |
290.4 |
58.9 |
|||
7 |
295.8 |
56.2 |
|||
8 |
304.3 |
49.5 |
a. Write the equation of a straight-line model relating driving accuracy (y) to driving distance (x). Choose the correct answer below.
A.y =β1x
B.y=β1x2+β0
C.y=β1x+ε
D.y=β0+β1x+ε
Your answer is correct.
b. Fit the model, part
a,to the data using simple linear regression. Give the least squares prediction equation.ModifyingAbove y with caretyequals= 250.3plus+Left parenthesis negative 0.6587 right parenthesis(−0.6587)x
c. Interpret the estimated y-intercept of the line.
Choose the correct answer below.
A.Since a drive with 0% accuracy is outside the range of the sample data, the y-intercept has no practical interpretation.
B.For each additional yard in distance, the accuracy is estimated to change by the value of the y-intercept.
C.For each additional percentage in accuracy, the distance is estimated to change by the value of they-intercept.
D.Since a drive with distance 0 yards is outside the range of the sample data, the y-intercept has no practical interpretation.
Your answer is correct.
d. Interpret the estimated slope of the line. Choose the correct answer below.
A.Since a drive with distance 0 yards is outside the range of the sample data, the slope has no practical interpretation.
B.For each additional percentage in accuracy, the distance is estimated to change by the value of the slope.
C.For each additional yard in distance, the accuracy is estimated to change by the value of the slope.
D.Since a drive with 0% accuracy is outside the range of the sample data, the slope has no practical interpretation.