【正确答案】利用补充练习题2-18的数据建立多元回归模型,EViews的回归结果如表3-14所示。
表3-14 | DependentVariable:ASP | Variable | Coefficient | Std.Error | t-Statistic | Prob. | C | -310301.5 | 58715.98 | -5.284788 | 0.0000 | GPA | 25676.01 | 22106.48 | 1.161470 | 0.2560 | GMAT | 442.8452 | 115.9222 | 3.820195 | 0.0007 | X | 1.083847 | 0.475704 | 2.278409 | 0.0312 | R-squared | 0.768182 | Mean dependent var | 68260.00 | Adjusted R-squared | 0.741434 | S.D. dependent var | 18187.78 | S.E. of regression | 9248.370 | Akaike info criterion | 21.22585 | Sum squared resid | 2.22E+09 | Schwarz criterion | 21.41267 | Log likelihood | -314.3877 | F-statistic | 28.71905 | Durbin-Watson stat | 1.453354 | Prob(F-statistic) | 0.000000 | |
因此,有如下回归方程:
ASP=-310301.5+25676.0·GPA+442.8·GMAT+1.1X