The Local Approach to Causal Inference under Network Interference

v1v2v3v4v5 (latest)

The Local Approach to Causal Inference under Network Interference

9 May 2021

Max Tabord-Meehan

Max Tabord-Meehan

ArXiv (abs)PDF HTML

Papers citing "The Local Approach to Causal Inference under Network Interference"

12 / 12 papers shown

Title
Local Interference: Removing Interference Bias in Semi-Parametric Causal Models Michael O'Riordan Ciarán M. Gilligan-Lee CML 61 1 0 24 Mar 2025
Higher-Order Causal Message Passing for Experimentation with Complex Interference Mohsen Bayati Yuwei Luo William Overman Sadegh Shirani Ruoxuan Xiong 84 0 0 01 Nov 2024
A/B testing under Interference with Partial Network Information Shiv Shankar Ritwik Sinha Yash Chandak Saayan Mitra M. Fiterau 78 2 0 16 Apr 2024
Graph Machine Learning based Doubly Robust Estimator for Network Causal Effects Seyedeh Baharan Khatami Harsh Parikh Haowei Chen Sudeepa Roy Babak Salimi OOD 78 1 0 17 Mar 2024
Network Synthetic Interventions: A Causal Framework for Panel Data Under Network Interference Anish Agarwal Sarah H. Cen Devavrat Shah Christina Lee Yu CML 91 5 0 20 Oct 2022
A Design-Based Riesz Representation Framework for Randomized Experiments Christopher Harshaw Fredrik Sävje Yitan Wang CML 63 7 0 17 Oct 2022
Semiparametric Estimation of Treatment Effects in Observational Studies with Heterogeneous Partial Interference Zhaonan Qu Ruoxuan Xiong Jizhou Liu Guido Imbens 39 10 0 26 Jul 2021
Causal inference with misspecified exposure mappings: separating definitions and assumptions Fredrik Savje CML 63 50 0 11 Mar 2021
Universal consistency and rates of convergence of multiclass prototype algorithms in metric spaces László Gyorfi Roi Weiss 98 20 0 01 Oct 2020
Average treatment effects in the presence of unknown interference F. Sävje P. Aronow M. Hudgens CML 96 157 0 17 Nov 2017
Exact P-values for Network Interference Susan Athey Dean Eckles Guido Imbens 105 226 0 05 Jun 2015
Estimating Average Causal Effects Under General Interference, with Application to a Social Network Experiment P. Aronow Cyrus Samii CML 101 254 0 27 May 2013