Machine Learning, Causal Inference, Data Science, Deep Dives, Notes From Industry.
Specifically, I will look at the “ideal” scenario of price elasticity estimation [2, 5]. This scenario is highly relevant for retailers wishing to optimize prices, for example to better manage inventory or just to be more competitive. In section 1, I will motivate the problem and provide a brief