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20232026
most citedDifference-in-Discontinuities: Estimation, Inference and Validity Tests

1 citations · 1 across the 6 of their papers we have counts for

collaborators

7 papers

econ.EM2026

Randomization Inference for Dynamic Causal Effects in Short Panels with Autoregressive Instruments

Pedro Picchetti

I study randomization inference for dynamic causal effects in panels with many units and few periods when treatment is endogenous and an instrument is as good as randomly assigned…

econ.EM2026

Sensitivity Analysis for Instrumental Variables Under Joint Relaxations of Monotonicity and Independence

Pedro Picchetti

In this paper I develop a breakdown frontier approach to assess the sensitivity of Local Average Treatment Effects (LATE) estimates to violations of monotonicity and independence o…

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…

econ.EM2024★ 1 cited

Difference-in-Discontinuities: Estimation, Inference and Validity Tests

Pedro Picchetti, Cristine C. X. Pinto, Stephanie T. Shinoki

This paper provides a formal econometric framework behind the newly developed difference-in-discontinuities design (DiDC). Despite its increasing use in applied research, there are…

econ.EM2023

Identification in Endogenous Sequential Treatment Regimes

Pedro Picchetti

This paper develops a novel nonparametric identification method for treatment effects in settings where individuals self-select into treatment sequences. I propose an identificatio…