Machine Learning, Causal Inference, Data Science, Deep Dives, Notes From Industry.
treatment effect of price on quantity sold. In an industry setting, the retailer may now try to validate this estimate using small experiments (i.e. random price variation). This final result is visualized in the following binned scatterplot: This visualization of the DML result shows that