Valentin Amrhein, Sander Greenland, and Blake McShane write: We have a forthcoming comment in Nature arguing that it is time to abandon statistical significance. The comment serves to introduce a new special issue of The American Statistician on “Statistical inference in the 21st century: A world beyond P < 0.05”. It is titled “Retire Statistical …