14 citations · 23 across the 6 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…
Causal Inference under Interference through Designed Markets
Evan Munro
In auction and matching markets, estimating the welfare effects of demand-side treatments is challenging because of spillovers through the mechanism. We develop a quasi-experimenta…
Causal Estimation of User Learning in Personalized Systems
Evan Munro, David Jones, Jennifer Brennan +3
In online platforms, the impact of a treatment on an observed outcome may change over time as 1) users learn about the intervention, and 2) the system personalization, such as indi…
Treatment Effects in Market Equilibrium
Evan Munro, Xu Kuang, Stefan Wager
Policy-relevant treatment effect estimation in a marketplace setting requires taking into account both the direct benefit of the treatment and any spillovers induced by changes to…
Treatment Allocation under Uncertain Costs
Georgy Kalashnov, Evan Munro, Hao Sun +2
We consider the problem of learning how to optimally allocate treatments whose cost is uncertain and can vary with pre-treatment covariates. This setting may arise in medicine if w…
Treatment Allocation with Strategic Agents
Evan Munro
There is increasing interest in allocating treatments based on observed individual characteristics: examples include targeted marketing, individualized credit offers, and heterogen…