Toward Causal Inference With Interference
From MaRDI portal
Publication:3632697
DOI10.1198/016214508000000292zbMath1471.62507OpenAlexW2012797835WikidataQ41814734 ScholiaQ41814734MaRDI QIDQ3632697
M. Elizabeth Halloran, Michael G. Hudgens
Publication date: 12 June 2009
Published in: Journal of the American Statistical Association (Search for Journal in Brave)
Full work available at URL: http://europepmc.org/articles/pmc2600548
Applications of statistics to biology and medical sciences; meta analysis (62P10) Causal inference from observational studies (62D20)
Related Items (62)
Estimating Malaria Vaccine Efficacy in the Absence of a Gold Standard Case Definition: Mendelian Factorial Design ⋮ Reconciling design-based and model-based causal inferences for split-plot experiments ⋮ Robust causal inference for incremental return on ad spend with randomized paired geo experiments ⋮ Bounding the local average treatment effect in an instrumental variable analysis of engagement with a mobile intervention ⋮ Causal estimation using semiparametric transformation models under prevalent sampling ⋮ Assessing effects of cholera vaccination in the presence of interference ⋮ Mediation and Spillover Effects in Group-Randomized Trials: A Case Study of the 4Rs Educational Intervention ⋮ Estimating causal effects in studies of human brain function: new models, methods and estimands ⋮ Inference in spatial experiments with interference using the \texttt{SpatialEffect} package ⋮ Design of agricultural field experiments accounting for both complex blocking structures and network effects ⋮ Inverse probability weighted estimators of vaccine effects accommodating partial interference and censoring ⋮ Causal inference: Critical developments, past and future ⋮ A Review of Spatial Causal Inference Methods for Environmental and Epidemiological Applications ⋮ Community informed experimental design ⋮ Causal Spillover Effects Using Instrumental Variables ⋮ Dynamic Causal Effects Evaluation in A/B Testing with a Reinforcement Learning Framework ⋮ 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 ⋮ Identification and estimation of spillover effects in randomized experiments ⋮ Design and analysis of bipartite experiments under a linear exposure-response model ⋮ Identifying causal effects in experiments with spillovers and non-compliance ⋮ Causal Inference With Interference and Noncompliance in Two-Stage Randomized Experiments ⋮ A multiagent reinforcement learning framework for off-policy evaluation in two-sided markets ⋮ Designs for estimating the treatment effect in networks with interference ⋮ Instrumental variable analysis for cost outcome: Application to the effect of primary care visit on medical cost among low‐income adults ⋮ Causal Inference for Social Network Data ⋮ Assumption-Lean Analysis of Cluster Randomized Trials in Infectious Diseases for Intent-to-Treat Effects and Network Effects ⋮ Estimating causal effects of HIV prevention interventions with interference in network-based studies among people who inject drugs ⋮ Experimental design in marketplaces ⋮ Matching methods for causal inference: a review and a look forward ⋮ What is a Randomization Test? ⋮ Population interference in panel experiments ⋮ Estimation of spillover effects with matched data or longitudinal network data ⋮ A note on bounds for the causal infectiousness effect in vaccine trials ⋮ Efficient nonparametric inference on the effects of stochastic interventions under two‐phase sampling, with applications to vaccine efficacy trials ⋮ Comment: Invariance and causal inference ⋮ Outcome-wide longitudinal designs for causal inference: a new template for empirical studies ⋮ Inference With Interference Between Units in an fMRI Experiment of Motor Inhibition ⋮ Compartmental model diagrams as causal representations in relation to DAGs ⋮ Estimation of the overall treatment effect in the presence of interference in cluster-randomized trials of infectious disease prevention ⋮ Effect partitioning under interference in two-stage randomized vaccine trials ⋮ Statistical Inference and Power Analysis for Direct and Spillover Effects in Two-Stage Randomized Experiments ⋮ Estimating the effectiveness of permanent price reductions for competing products using multivariate Bayesian structural time series models ⋮ Analyzing Two-Stage Experiments in the Presence of Interference ⋮ Bipartite causal inference with interference ⋮ Average treatment effects in the presence of unknown interference ⋮ Comment: The Challenges of Multiple Causes ⋮ Randomization Inference for Peer Effects ⋮ Subsidies, spillovers and exports ⋮ Causal Inference from Observational Studies with Clustered Interference ⋮ Statistical Identifiability and the Surrogate Endpoint Problem, with Application to Vaccine Trials ⋮ Large Sample Randomization Inference of Causal Effects in the Presence of Interference ⋮ Analysing the causal effect of London cycle superhighways on traffic congestion ⋮ A spatial causal analysis of wildland fire-contributed \(\mathrm{PM}_{2.5}\) using numerical model output ⋮ Randomization for the susceptibility effect of an infectious disease intervention ⋮ Auto-G-Computation of Causal Effects on a Network ⋮ Identification and Estimation of Treatment and Interference Effects in Observational Studies on Networks ⋮ Random graph asymptotics for treatment effect estimation under network interference ⋮ Causal diagrams for interference ⋮ Interference and sensitivity analysis ⋮ Estimation of causal effects in observational studies with interference between units
This page was built for publication: Toward Causal Inference With Interference
