. regress overallrating age income occl-occ3 note: occl omitted because of collinearity. Source SS df MS Number of obs = 59 F (4, 54) = 206.82 Model 27995. 6039 4 6998.90097 Prob > F = 0.0000 Residual 1827. 37917 54 33.8403549 R-squared E 0.9387 Adj R-squared = 0.9342 Total 29822.9831 58 514.189363 Root MSE = 5. 8172 overallrat~g Coefficient Std. err. t P>| t [95% conf. interval] age . 0697314 . 0883958 0.79 0. 434 - . 1074915 . 2469544 income . 8950012 . 0640264 13.98 0.000 . 7666359 1. 023366 occ1 (omitted) occ2 3. 704931 3. 320169 1.12 0. 269 -2.951606 10.36147 occ3 5. 255924 2. 258803 2.33 0. 024 . 7272961 9.784553 cons -55.5242 7.430729 -7.47 0.000 -70.42192 -40. 62649