Data Science, Causal Inference, Linear Regression, Getting Started, Ab Testing.
update a causal chart and try to understand why it doesn’t work. CS centre is a predictor for our treatment but has no relationship with the output variable (so it’s not a confounder). Adding a treatment predictor leads to multicollinearity (like in our case) or reduces the treatment variance (it’s