Vahid Balazadeh Meresht

Partial Identification of Treatment Effects with Implicit Generative Models

We consider the problem of partial identification, the estimation of bounds on the treatment effects from observational data. Although studied using discrete treatment variables or in specific causal graphs (e.g., instrumental variables), partial identification has been recently explored using tools…