olsrr: ols_plot_comp_plus_resid – R documentation

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ols_plot_comp_plus_resid

Residual plus component plot

Description

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.

Usage

ols_plot_comp_plus_resid(model, print_plot = TRUE)

Arguments

`model`	An object of class `lm`.
`print_plot`	logical; if `TRUE`, prints the plot else returns a plot object.

Deprecated Function

ols_rpc_plot() has been deprecated. Instead use ols_plot_comp_plus_resid().

References

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.

Examples

model <- lm(mpg ~ disp + hp + wt + qsec, data = mtcars)
ols_plot_comp_plus_resid(model)

olsrr

Tools for Building OLS Regression Models

v0.5.3

MIT + file LICENSE

Authors

Aravind Hebbali [aut, cre]

Initial release