. reg ahe age Source | SS df MS Number of obs = 7711 -------------+------------------------------ F( 1, 7709) = 230.43 Model | 23005.7375 1 23005.7375 Prob > F = 0.0000 Residual | 769645.718 7709 99.8372964 R-squared = 0.0290 -------------+------------------------------ Adj R-squared = 0.0289 Total | 792651.456 7710 102.80823 Root MSE = 9.9919 ------------------------------------------------------------------------------ ahe | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- age | .6049863 .0398542 15.18 0.000 .5268613 .6831113 _cons | 1.082275 1.184255 0.91 0.361 -1.239187 3.403737 ------------------------------------------------------------------------------ . reg ahe age if bachelor == 0 Source | SS df MS Number of obs = 4002 -------------+------------------------------ F( 1, 4000) = 48.56 Model | 2846.11544 1 2846.11544 Prob > F = 0.0000 Residual | 234434.405 4000 58.6086014 R-squared = 0.0120 -------------+------------------------------ Adj R-squared = 0.0117 Total | 237280.521 4001 59.3053039 Root MSE = 7.6556 ------------------------------------------------------------------------------ ahe | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- age | .2978627 .0427436 6.97 0.000 .2140616 .3816639 _cons | 6.521941 1.269993 5.14 0.000 4.032048 9.011834 ------------------------------------------------------------------------------ . reg ahe age if bachelor == 1 Source | SS df MS Number of obs = 3709 -------------+------------------------------ F( 1, 3707) = 233.02 Model | 26310.4073 1 26310.4073 Prob > F = 0.0000 Residual | 418558.237 3707 112.910234 R-squared = 0.0591 -------------+------------------------------ Adj R-squared = 0.0589 Total | 444868.644 3708 119.975362 Root MSE = 10.626 ------------------------------------------------------------------------------ ahe | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- age | .924596 .0605696 15.27 0.000 .8058429 1.043349 _cons | -4.439163 1.799991 -2.47 0.014 -7.968234 -.9100928 ------------------------------------------------------------------------------