Below are some data examining whether reading the textbook for this course is related to class enjoyment.
Time Reading Textbook |
1 |
2 |
3 |
4 |
5 |
6 |
1 |
2 |
3 |
5 |
Class Enjoyment |
20 |
24 |
35 |
46 |
67 |
80 |
12 |
34 |
34 |
78 |
Note: Text Reading Time: 1 = does not read – 6 = only book I have ever read. Class Enjoyment: 1-100 scale.
Calculate the slope
14.50 |
||
13.36 |
||
19.00 |
||
12.43 |
Calculate the Y-intercept.
0.25 |
||
0.46 |
||
0.50 |
||
1.00 |
What is your regression model?
Y=0.50+13.36X |
||
Y=0.25+13.36X |
||
Y=0.45+14.00X |
||
Y=1.00+13.36X |
What is your R2 value?
R2 = 0.34 |
||
R2 = 0.45 |
||
R2 =0.93 |
||
R2 =0.31 |
from above:
the slope =13.36
the Y-intercept =0.25
regression model :Y =0.25+13.36X
SST=Syy= | 5,256.0000 | |
SSE =Syy-(Sxy)2/Sxx= | 349.3333 | |
SSR =(Sxy)2/Sxx = | 4,906.6667 |
Coeffficient of determination R^2 =SSR/SST= | 0.93 |
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