Call: lm(formula = ChelaLength ~ ShellSize, data = hcrabs) Residuals: Min 1Q Median 3Q Max -1.53228 -0.09961 -0.01227 0.11390 0.63236 Coefficients: Estimate Std. Error t value Pr(>|t|) (Intercept) -0.11437 0.05565 -2.055 0.0416 * ShellSize 0.29027 0.01435 20.232 <2e-16 *** --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 Residual standard error: 0.2339 on 146 degrees of freedom Multiple R-squared: 0.7371, Adjusted R-squared: 0.7353 F-statistic: 409.3 on 1 and 146 DF, p-value: < 2.2e-16 Chela Length = 0.29 * Shell Size - 0.11 R^2 = 0.7353 P < 2.2e-16