4 papers
Robust Signal Maximization in Spillover Experiments
Kirill Borusyak, Peter Hull, Evan Munro
We study the optimal design and analysis of experiments for estimating spillover effects. Assuming a known (e.g., linear) exposure mapping, we characterize the treatment-assignment…
Nonparametric Identification of Demand without Exogenous Product Characteristics
Kirill Borusyak, Jiafeng Chen, Peter Hull +1
We study identification of differentiated product demand from market-level data when product characteristics can be endogenous. Past work suggests nonparametric identification may…
Estimating Demand with Recentered Instruments
Kirill Borusyak, Mauricio Caceres Bravo, Peter Hull
We develop a new approach to estimating flexible demand models with exogenous supply-side shocks. Our approach avoids conventional assumptions of exogenous product characteristics,…
Regression discontinuity aggregation, with an application to the union effects on inequality
Kirill Borusyak, Matan Kolerman-Shemer
We extend the regression discontinuity (RD) design to settings where each unit's treatment status is an average or aggregate across multiple discontinuity events. Such situations a…