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Which three quadratic terms below are the best candidates for removal from the current model if you want to keep quadratic terms that are most
Which three quadratic terms below are the best candidates for removal from the current model if you want to keep quadratic terms that are most likely to be relevant and you want to retain a hierarchical model? [Select three terms.]
- (X1)2
- (X2)2
- (X3)2
- (X4)2
- (X5)2
Term | Coef | SE Coef | T-Value | P-Value | VIF |
---|---|---|---|---|---|
Constant | 81.7 | 73.5 | 1.11 | 0.269 | |
X1 | 3.86 | 1.34 | 2.88 | 0.005 | 256.81 |
X2 | -1.60 | 1.50 | -1.07 | 0.288 | 336.46 |
X3 | -1.384 | 0.964 | -1.44 | 0.154 | 284.11 |
X4 | -0.757 | 0.560 | -1.35 | 0.180 | 110.70 |
X5 | -0.543 | 0.824 | -0.66 | 0.512 | 148.01 |
DS | -0.6 | 54.9 | -0.01 | 0.992 | 829.82 |
DW | 42.1 | 89.8 | 0.47 | 0.640 | 2078.18 |
X1DS | 0.824 | 0.418 | 1.97 | 0.052 | 288.73 |
X1DW | 0.639 | 0.381 | 1.68 | 0.097 | 211.27 |
X2DS | -0.669 | 0.526 | -1.27 | 0.206 | 464.64 |
X2DW | -0.082 | 0.421 | -0.19 | 0.847 | 258.46 |
X3DS | 0.376 | 0.243 | 1.55 | 0.125 | 164.44 |
X3DW | -2.26 | 1.45 | -1.56 | 0.123 | 5249.70 |
X4DS | 0.226 | 0.248 | 0.91 | 0.365 | 123.43 |
X4DW | 0.768 | 0.221 | 3.47 | 0.001 | 95.07 |
X5DS | -0.133 | 0.209 | -0.64 | 0.525 | 74.14 |
X5DW | -0.166 | 0.210 | -0.79 | 0.430 | 61.16 |
X1sq | 0.00427 | 0.00818 | 0.52 | 0.603 | 224.85 |
X2sq | 0.00050 | 0.00961 | 0.05 | 0.959 | 312.67 |
X3sq | 0.00199 | 0.00475 | 0.42 | 0.676 | 262.24 |
X4sq | 0.00627 | 0.00317 | 1.98 | 0.051 | 96.83 |
X5sq | 0.00500 | 0.00565 | 0.88 | 0.378 | 151.28 |
X3sqDW | 0.01578 | 0.00714 | 2.21 | 0.029 | 1382.32 |
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