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Graphs!

Graphs!. Educational attainment and income and income growth measures. sum. Variable | Obs Mean Std. Dev. Min Max -------------+-------------------------------------------------------- statefips | 3079 30.39006 14.90141 1 56

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Graphs!

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  1. Graphs! Educational attainment and income and income growth measures

  2. sum Variable | Obs Mean Std. Dev. Min Max -------------+-------------------------------------------------------- statefips | 3079 30.39006 14.90141 1 56 countyfips | 3079 98.18025 93.36722 1 810 totalpop | 3079 67380.11 216568.5 53 6859536 lessthanhs | 3079 13723.46 54220.21 9 2096228 hsdiploma | 3079 19286.51 50626.81 19 1352537 -------------+-------------------------------------------------------- morethanhs | 3079 32539.33 109896.6 25 3226653 percentles~s | 3079 .2327562 .0844861 .0443117 .6259981 percenthsd~a | 3079 .345881 .0635889 .1244914 .5330735 percentmor~s | 3079 .4000243 .1021148 .1653551 .8093277 totalpcpig~h | 3079 .0565302 .0489371 -.1779395 .351719 -------------+-------------------------------------------------------- totalpcpic~e | 3079 2647.543 2719.231 -6116.24 50983.12

  3. scatter totalpcpichangepercentmorethanhs

  4. scatter totalpcpigrowthpercentmorethanhs

  5. regtotalpcpichangepercentmorethanhs Source | SS df MS Number of obs = 3079 -------------+------------------------------ F( 1, 3077) = 334.38 Model | 2.2309e+09 1 2.2309e+09 Prob > F = 0.0000 Residual | 2.0529e+10 3077 6671606.26 R-squared = 0.0980 -------------+------------------------------ Adj R-squared = 0.0977 Total | 2.2759e+10 3078 7394218.94 Root MSE = 2582.9 ------------------------------------------------------------------------------ totalpcpic~e | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- percentmor~s | 8337.09 455.9238 18.29 0.000 7443.144 9231.036 _cons | -687.4958 188.2272 -3.65 0.000 -1056.559 -318.432 ------------------------------------------------------------------------------

  6. regtotalpcpigrowthpercentmorethanhs Source | SS df MS Number of obs = 30550 -------------+------------------------------ F( 1, 30548) = 2507.35 Model | 2.1810e+17 1 2.1810e+17 Prob > F = 0.0000 Residual | 2.6572e+18 30548 8.6983e+13 R-squared = 0.0759 -------------+------------------------------ Adj R-squared = 0.0758 Total | 2.8753e+18 30549 9.4120e+13 Root MSE = 9.3e+06 ------------------------------------------------------------------------------ income | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- percentmor~s | 2.63e+07 524440.2 50.07 0.000 2.52e+07 2.73e+07 _cons | -7856589 216328 -36.32 0.000 -8280601 -7432578 ------------------------------------------------------------------------------

  7. regtotalpcpichangepercentlessthanhs Source | SS df MS Number of obs = 3079 -------------+------------------------------ F( 1, 3077) = 97.43 Model | 698540012 1 698540012 Prob > F = 0.0000 Residual | 2.2061e+10 3077 7169602.17 R-squared = 0.0307 -------------+------------------------------ Adj R-squared = 0.0304 Total | 2.2759e+10 3078 7394218.94 Root MSE = 2677.6 ------------------------------------------------------------------------------ totalpcpic~e | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- percentles~s | -5638.659 571.252 -9.87 0.000 -6758.733 -4518.585 _cons | 3959.976 141.4481 28.00 0.000 3682.633 4237.318 ------------------------------------------------------------------------------

  8. regtotalpcpigrowthpercentlessthanhs Source | SS df MS Number of obs = 3079 -------------+------------------------------ F( 1, 3077) = 1.54 Model | .003687566 1 .003687566 Prob > F = 0.2147 Residual | 7.3676413 3077 .002394424 R-squared = 0.0005 -------------+------------------------------ Adj R-squared = 0.0002 Total | 7.37132886 3078 .002394844 Root MSE = .04893 ------------------------------------------------------------------------------ totalpcpig~h | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- percentles~s | -.0129554 .0104395 -1.24 0.215 -.0334245 .0075138 _cons | .0595457 .0025849 23.04 0.000 .0544773 .0646141 ------------------------------------------------------------------------------

  9. regtotalpcpichangepercenthsdiploma Source | SS df MS Number of obs = 3079 -------------+------------------------------ F( 1, 3077) = 267.35 Model | 1.8194e+09 1 1.8194e+09 Prob > F = 0.0000 Residual | 2.0940e+10 3077 6805325.14 R-squared = 0.0799 -------------+------------------------------ Adj R-squared = 0.0796 Total | 2.2759e+10 3078 7394218.94 Root MSE = 2608.7 ------------------------------------------------------------------------------ totalpcpic~e | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- percenthsd~a | -12090.69 739.4505 -16.35 0.000 -13540.56 -10640.83 _cons | 6829.484 260.0469 26.26 0.000 6319.601 7339.367 ------------------------------------------------------------------------------

  10. regtotalpcpigrowthpercenthsdiploma Source | SS df MS Number of obs = 3079 -------------+------------------------------ F( 1, 3077) = 135.43 Model | .31076425 1 .31076425 Prob > F = 0.0000 Residual | 7.06056461 3077 .002294626 R-squared = 0.0422 -------------+------------------------------ Adj R-squared = 0.0418 Total | 7.37132886 3078 .002394844 Root MSE = .0479 ------------------------------------------------------------------------------ totalpcpig~h | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- percenthsd~a | -.1580157 .0135782 -11.64 0.000 -.1846388 -.1313925 _cons | .1111849 .0047751 23.28 0.000 .1018222 .1205476 ------------------------------------------------------------------------------

  11. scatter totalpcpigrowthpercentmorethanhs if statefips==20

  12. scatter totalpcpigrowthpercenthsdiploma if statefips==20

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