visreg provides a number of plotting functions for visualizing fitted regression models: regression functions, confidence bands, partial residuals, interactions, and more. For details on visreg syntax and how to use it, please consult the R help files. For details on what visreg does and how it works, refer to the following paper:
Breheny P and Burchett W. (2013). Visualizing regression models using visreg.
If you have a question or feature request, please e-mail me at patrick-breheny@uiowa.edu.
To install:
install.packages("visreg")devtools): install_github("pbreheny/visreg")