A Systematic Review of Conformal Inference Procedures for Treatment Effect Estimation: Methods and Challenges

Pascal Memmesheimer, Vincent Heuveline, Jürgen Hesser

Treatment effect estimation is essential for informed decision-making in many fields such as healthcare, economics, and public policy. While flexible machine learning models have b…