Help is at hand from Calonico, Cattaneo, and Titiunik – check it out
Three (3) new Stata commands, no less!
rdrobust: new robust, bias-corrected confidence intervals (here’s the theory to go with)
rdbwselect: bandwidth selection this way and that
rdbinselect: Automated binwidth selection for those figs where you’re not doing any smoothing