Machine Learning, Causal Inference, Data Science, Deep Dives, Notes From Industry.
will significantly bias estimates of θ. Such biases will lead the retailer to wrong conclusions about optimal prices, directly hurting their business. A minimum (i.e. incomplete) causal graph between price and quantity, with product quality as only confounder. As an aside: price elasticity is an