You Can't Step in the Same River Twice | Towards Data Science

In my previous articles, we learned about confounders and colliders in observational data that hinder establishing reliable causal relationships. The solution Pearl provided is to draw causal diagrams and use the backdoor criterion to find the sets of confounders to block and leave the colliders and mediators along. However, when dealing with confounding variables that […]