## ----------------------------------------------------------------------------- library(api2lm) ## ----------------------------------------------------------------------------- data(home_sales, package = "api2lm") ## ----------------------------------------------------------------------------- lmod <- lm(price ~ ., data = home_sales) coef(lmod) ## ----------------------------------------------------------------------------- outlier_plot(lmod, id_n = 2) ## ----------------------------------------------------------------------------- outlier_test(lmod) ## ----------------------------------------------------------------------------- leverage_plot(lmod) ## ---- fig.height=6, fig.width=6----------------------------------------------- dfbetas_plot(lmod, id_n = 2, regressors = ~ bedrooms + bathrooms + sqft_living + sqft_lot) ## ----------------------------------------------------------------------------- dffits_plot(lmod, id_n = 3) ## ----------------------------------------------------------------------------- cooks_plot(lmod, id_n = 3) ## ----------------------------------------------------------------------------- influence_plot(lmod)