Unlike the matching and regression strategies discussed in Chapter 2, which are based on treatment-control comparisons conditional on covariate values, the validity of RD turns on our willingness to extrapolate across values of the running variable, at least for values in the neighborhood of the cutoff at which treatment switches on.
