Causal Inference, Causal Data Science, Causal Machine Learning, Data Science, Machine Learning.
and run an experiment, in order to control the environment so that we can safely attribute the impact of a cause. In these situations, we are dealing with what is called experimental data. Unfortunately, it is not always possible to run experiments. Imagine that you want to understand the effects