Machine Learning, Causal Inference, Data Science, Deep Dives, Notes From Industry.
log(q) from all available potential confounders X. Notice that since there are individual control variables for every day and every product, the models can capture both product quality and seasonality. To improve the predictive quality of the models, to further reduce confounding, and to show off