8 citations · 10 across the 5 of their papers we have counts for
6 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…
Revisiting Event Study Designs: Robust and Efficient Estimation
Kirill Borusyak, Xavier Jaravel, Jann Spiess
We develop a framework for difference-in-differences designs with staggered treatment adoption and heterogeneous causal effects. We show that conventional regression-based estimato…
Quasi-Experimental Shift-Share Research Designs
Kirill Borusyak, Peter Hull, Xavier Jaravel
Many studies use shift-share (or ``Bartik'') instruments, which average a set of shocks with exposure share weights. We provide a new econometric framework for shift-share instrume…