Modeling Interference for Individual Treatment Effect Estimation from Networked Observational Data

Health Care Hotspotting — A Randomized, Controlled Trial

(2020) Amy Finkelstein et al.   NEW ENGLAND JOURNAL OF MEDICINE

Identification and Estimation of Treatment and Interference Effects in Observational Studies on Networks

(2020) Laura Forastiere et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Estimation and Inference of Heterogeneous Treatment Effects using Random Forests

(2018) Stefan Wager et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

A Survey of Heterogeneous Information Network Analysis

(2017) Chuan Shi et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Analyzing Two-Stage Experiments in the Presence of Interference

(2017) Guillaume Basse et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

A Survey of Signed Network Mining in Social Media

(2016) Jiliang Tang et al.   ACM COMPUTING SURVEYS

Large Sample Randomization Inference of Causal Effects in the Presence of Interference

(2013) Lan Liu et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Leveraging social media networks for classification

(2011) Lei Tang et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Bayesian Nonparametric Modeling for Causal Inference

(2010) Jennifer L. Hill   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Toward Causal Inference With Interference

(2008) Michael G Hudgens et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION