Robust and Heterogenous Odds Ratio: Estimating Price Sensitivity for Unbought Items
稳健异质优势比:估计未购买商品的价格敏感性
Problem definition: Mining for heterogeneous responses to an intervention is a crucial step for data-driven operations, for instance to personalize treatment or pricing. We investigate how to estimate price sensitivity from transaction-level data. In causal inference terms, we estimate heterogeneous treatment effects when (a) the response to treatment (here, whether a customer buys a product) is binary, and (b) treatment assignments are partially observed (here, full…