Optimization of Prices and Promotions for an FMCG Distributor: Double Machine Learning and Decision-Focused Learning
Pricing and discount management remain the most powerful and fastest-paying lever for raising profit in the fast-moving consumer goods (FMCG) sector, yet estimating the demand response to price from observational data is hampered by a systematic bias: discounts are not assigned at random but in response to seasonality...