In earlier blog posts, yours truly has discussed the problems of confounding and ‘overcontrolling’ in causal analysis. A good illustration of how attempts to control for additional variables can sometimes worsen rather than improve causal estimates is the so-called M-bias problem. Let me give an example from economics to illustrate the issue. Estimating causal relationships […]