Causal Inference, Machine Learning, Azure, Microsoft, Data Science.
two variables, we might think of ice cream sales as a candidate for being a confounder when predicting homicide rates. However, because ice cream sales cannot possibly affect the homicide rate, we don’t need to control for them across treatment and control groups. Selection bias Selection bias is a