# 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.