Machine Learning, Causal Inference, Data Science, Deep Dives, Notes From Industry.
from raising off-season prices to high season levels. As the saying goes, the retailer must be careful not to confuse correlation and causation. The following causal graph represents a simple confounder relationship: failing to control for product quality (and season, and others, not displayed)