Dennis Frauen

Learning Representations of Instruments for Partial Identification of Treatment Effects

2024 · arXiv (Cornell University)

Reliable estimation of treatment effects from observational data is important in many disciplines such as medicine. However, estimation is challenging when unconfoundedness as a standard assumption in the causal inference literature is violated. In this …