Results
Linear Regression
|
|
|---|
| Model |
R |
R² |
Adjusted R² |
RMSE |
|---|
| 1 |
|
0.495 |
|
0.245 |
|
0.205 |
|
1.692 |
|
| 2 |
|
0.495 |
|
0.245 |
|
0.213 |
|
1.683 |
|
|
|
|
|---|
| Model |
|
Sum of Squares |
df |
Mean Square |
F |
p |
|---|
| 1 |
|
Regression |
|
87.367 |
|
5 |
|
17.473 |
|
6.102 |
|
< .001 |
|
| |
|
Residual |
|
269.193 |
|
94 |
|
2.864 |
|
|
|
|
|
| |
|
Total |
|
356.560 |
|
99 |
|
|
|
|
|
|
|
| 2 |
|
Regression |
|
87.367 |
|
4 |
|
21.842 |
|
7.708 |
|
< .001 |
|
| |
|
Residual |
|
269.193 |
|
95 |
|
2.834 |
|
|
|
|
|
| |
|
Total |
|
356.560 |
|
99 |
|
|
|
|
|
|
|
|
|
|
|---|
| Model |
|
Unstandardized |
Standard Error |
Standardized |
t |
p |
|---|
| 1 |
|
(Intercept) |
|
13.110 |
|
1.491 |
|
|
|
8.795 |
|
< .001 |
|
| |
|
Hours Sleep |
|
9.165×10-4
|
|
0.166 |
|
5.044×10-4
|
|
0.006 |
|
0.996 |
|
| |
|
Leisure Time |
|
0.272 |
|
0.081 |
|
0.307 |
|
3.371 |
|
0.001 |
|
| |
|
Hours Work |
|
-0.032 |
|
0.009 |
|
-0.317 |
|
-3.420 |
|
< .001 |
|
| |
|
Fun |
|
-0.254 |
|
0.096 |
|
-0.247 |
|
-2.633 |
|
0.010 |
|
| |
|
EEG Score |
|
0.076 |
|
0.038 |
|
0.188 |
|
2.001 |
|
0.048 |
|
| 2 |
|
(Intercept) |
|
13.116 |
|
1.122 |
|
|
|
11.690 |
|
< .001 |
|
| |
|
Leisure Time |
|
0.272 |
|
0.080 |
|
0.307 |
|
3.401 |
|
< .001 |
|
| |
|
Hours Work |
|
-0.032 |
|
0.009 |
|
-0.317 |
|
-3.501 |
|
< .001 |
|
| |
|
Fun |
|
-0.254 |
|
0.096 |
|
-0.247 |
|
-2.647 |
|
0.009 |
|
| |
|
EEG Score |
|
0.076 |
|
0.038 |
|
0.188 |
|
2.011 |
|
0.047 |
|
|