Problem definition: Mining for heterogeneous responses to an intervention is a crucial step data-driven operations, instance personalize treatment or pricing. We investigate how estimate price sensitivity from transaction-level data. In causal inference terms, we effects when (a) the response (here, whether customer buys product) binary, and (b) assignments are partially observed full informati...

When we read the results of healthcare research, we often read about relationships or associations between different treatments and their outcomes for patients. Health outcomes can be improved with the use of different types of medications, engagement in health education programmes and changes in lifestyle factors such as targeted improvements in nutrition or reduction in smoking. Depending on ...