Causal Inference, Data Analysis, Experiment, Data Science, Data Visualization.
and the estimate of a treatment effect is the difference between the observed outcome in the post-treatment period and the SCM’s outcome. SCM allows us to do causal inference analysis when we have as few as one treated unit and many control units and we observe them over time. These untreated units