Parameter

Model term

Estimated regression coefficient

F-ratio

p-value

β0

Intercept

−147.943

24.501

0.001

Linear

β1

x1

-

-

0.240a

β2

x2

2.206

28.621

0.002

β3

x3

4.965

50.833

0.003

β4

x4

39.264

54.614

0.001

Quadratic

β11

x1 * x1

-

-

0.800a

β22

x2 * x2

−0.007

24.010

0.002

β33

x3 * x3

-

-

0.310a

β44

x4 * x4

15.363

18.042

0.001

Interaction

β12

x1 * x2

-

-

0.093a

β13

x1 * x3

-

-

0.351a

β14

x1 * x4

-

-

0.272a

β23

x2 * x3

-

-

0.101a

β24

x2 * x4

-

-

0.210a

β34

x3 * x4

-

-

0.282a

R2

-

0.888

-

-

Regression (F-ratio, p-value)

-

-

34.771

0.003