# Causal inference

We have been predicting the outcome using regression fitted on the data. In the following chapters, we are concerned with causal questions: what would happen to an outcome $$y$$ if the unit is given a treatment, intervention, or exposure $$z$$? We will address challenges and discuss regression as a tool to answer such questions.