In: Statistics and Probability
14.1)use the following data to develop a quadratic model to predict y from x. develop a simple regression model from the data and compare the results of the two models. Does the quadratic model seem to provide any better predictability? Why or why not ?
x |
y |
x |
y |
14 |
200 |
15 |
247 |
9 |
74 |
8 |
82 |
6 |
29 |
5 |
21 |
21 |
456 |
10 |
94 |
17 |
320 |
Answer:simple model: y^= -14.27+27.128x, F=229.67 with p=.000, se=27.27, R2=.97, adjusted R2=.966 Quadratic Model: y^= -22.01 +3.385x1 +0.9373x2, F=578.76 with p=.000 ,se=12.3, R2 =.995, adjusted R2=.993, for x1 : t=0.75, for x2 :t=5.33