Call: lm(formula = f, data = d) Residuals: Min 1Q Median 3Q Max -21.810 -5.068 -0.027 6.014 19.567 Coefficients: Estimate Std. Error t value Pr(>|t|) (Intercept) -8.6847 7.0829 -1.226 0.2218 gdp 6.9983 0.5047 13.867 <2e-16 *** population -0.7970 0.2995 -2.662 0.0085 ** --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Residual standard error: 7.905 on 175 degrees of freedom Multiple R-squared: 0.5392, Adjusted R-squared: 0.5339 F-statistic: 102.4 on 2 and 175 DF, p-value: < 2.2e-16