In statistics, econometrics, epidemiology, genetics and related disciplines, causal graphs (also known as path diagrams ... Modern developments have extended graphical models to non-parametric ...

We describe a framework for empirical welfare analysis that uses the causal estimates of a policy's impact on net government spending. This framework provides guidance for which causal effects are ...