3 papers
stat.ME2026
Finite Population Inference for Factorial Designs and Panel Experiments with Imperfect Compliance
Pedro Picchetti
This paper develops a finite population framework for analyzing causal effects in settings with imperfect compliance where multiple treatments affect the outcome of interest. Two p…
econ.EM2025
Microfoundations and the Causal Interpretation of Price-Exposure Designs
Luca Moreno-Louzada, Guilherme Figueira, Pedro Picchetti
This paper studies regional exposure designs that use commodity prices as instruments to study local effects of aggregate shocks. Unlike standard shift share designs that leverage…
econ.EM2025
Breakdown Analysis for Instrumental Variables with Binary Outcomes
Pedro Picchetti
This paper studies the partial identification of treatment effects in Instrumental Variables (IV) settings with binary outcomes under violations of independence. I derive the ident…