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

DOI10.1080/01621459.2013.844698zbMath1367.62239OpenAlexW2036443429WikidataQ38364848 ScholiaQ38364848MaRDI QIDQ4975351

Michael G. Hudgens, Lan Liu

Publication date: 4 August 2017

Published in: Journal of the American Statistical Association (Search for Journal in Brave)

Full work available at URL: http://europepmc.org/articles/pmc3960089

zbMATH Keywords

confidence intervalspillovercausal inferencenormal mixture

Mathematics Subject Classification ID

Parametric tolerance and confidence regions (62F25) Asymptotic distribution theory in statistics (62E20) Inequalities; stochastic orderings (60E15) Linear inference, regression (62J99)

Related Items (18)

Reconciling design-based and model-based causal inferences for split-plot experiments ⋮ Confidence intervals for linear unbiased estimators under constrained dependence ⋮ Regression‐based negative control of homophily in dyadic peer effect analysis ⋮ Generalized Propensity Score Approach to Causal Inference with Spatial Interference ⋮ Exact confidence intervals in the presence of interference ⋮ Causal Inference With Interference and Noncompliance in Two-Stage Randomized Experiments ⋮ Estimating causal effects of HIV prevention interventions with interference in network-based studies among people who inject drugs ⋮ Population interference in panel experiments ⋮ Estimation of spillover effects with matched data or longitudinal network data ⋮ Statistical Inference and Power Analysis for Direct and Spillover Effects in Two-Stage Randomized Experiments ⋮ Analyzing Two-Stage Experiments in the Presence of Interference ⋮ Exactp-Values for Network Interference ⋮ Bipartite causal inference with interference ⋮ Average treatment effects in the presence of unknown interference ⋮ Randomization Inference for Peer Effects ⋮ Auto-G-Computation of Causal Effects on a Network ⋮ Identification and Estimation of Treatment and Interference Effects in Observational Studies on Networks ⋮ Interference and sensitivity analysis

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• Evaluating Kindergarten Retention Policy

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