R is the computing environment, and RStudio is where we work. Install `np` once, load it, and use the bundled wage data. One `npreg()` call selects the smoothing parameter and fits the relationship. The summary records the selected bandwidth. The plot shows the result. Your first reproducible `np` analysis is complete, and the full script is on the Gallery Video Demos page.