Causality, Causal Inference, Backdoor, Frontdoor, Instrumental Variable.
directionality of statistical relationships is at the heart of empirical science. I was trained in classical experimental design, where the researcher is assumed to have full control over the environment and whose main worry is how to position different experimental conditions in time or space