Causal Inference Is Hard The first post argued that causal inference is simply a matter of ruling out rival explanations. That sounds pretty straightforward, but it’s not. Rival explanations can be hard to identify, hard to measure, and hard to eliminate. Overlook a confound, measure it poorly, or choose an inadequate study design, and causal inference fails. No matter how sophisticated the…