Data Science, Machine Learning, Causality, Causal Inference, Python.
confounding Z variables. Here, it’s more likely that you undergo the treatment if Z is higher. Z also tends to make the outcome higher. You’ll see this sort of thing happen in real data, like in this talk (video coming soon to youtube). Consider a context like in Lucy’s talk in the link above: