Long Output for Linear Regression
Display a detailed summary of the model fit. This includes the model formula; a five number summary of the residuals; the coefficients; their standard errors, t-statistics and p-values; the residual standard error and the degrees of freedom; the multiple R-Squared value; and the F test for the overall model with its degrees of freedom and p-value.