Improved inference for nonparametric regression and regression-discontinuity designs

Giuseppe Cavaliere, Sílvia Gonçalves, Morten Ørregaard Nielsen +1

Nonparametric regression and regression-discontinuity designs suffer from smoothing bias that distorts conventional confidence intervals. Solutions based on robust bias correction…