The residual plus component plot indicates whether any non-linearity is present in the relationship between response and predictor variables and can suggest possible transformations for linearizing the data.
ols_plot_comp_plus_resid(model, print_plot = TRUE)
An object of class
ols_rpc_plot() has been deprecated. Instead use
Chatterjee, Samprit and Hadi, Ali. Regression Analysis by Example. 5th ed. N.p.: John Wiley & Sons, 2012. Print.
Kutner, MH, Nachtscheim CJ, Neter J and Li W., 2004, Applied Linear Statistical Models (5th edition). Chicago, IL., McGraw Hill/Irwin.
model <- lm(mpg ~ disp + hp + wt + qsec, data = mtcars) ols_plot_comp_plus_resid(model)