Causal Inference With Interference and Noncompliance in Two-Stage Randomized Experiments

DOI10.1080/01621459.2020.1775612zbMath1464.62208OpenAlexW3037223051MaRDI QIDQ4999138

Zhichao Jiang, Kosuke Imai, Anup Malani

Publication date: 6 July 2021

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

Full work available at URL: https://doi.org/10.1080/01621459.2020.1775612

zbMATH Keywords

spillover effectsprogram evaluationtwo-stage least squaresrandomization inferencecomplier average causal effectsencouragement design

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Causal inference from observational studies (62D20)

Related Items (6)

Reconciling design-based and model-based causal inferences for split-plot experiments ⋮ Causal Spillover Effects Using Instrumental Variables ⋮ Instrumental variable analysis for cost outcome: Application to the effect of primary care visit on medical cost among low‐income adults ⋮ Assumption-Lean Analysis of Cluster Randomized Trials in Infectious Diseases for Intent-to-Treat Effects and Network Effects ⋮ Experimental design in marketplaces ⋮ Statistical Inference and Power Analysis for Direct and Spillover Effects in Two-Stage Randomized Experiments

Uses Software

• CRAN
• experiment

Cites Work

• Unnamed Item
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• Mediation and Spillover Effects in Group-Randomized Trials: A Case Study of the 4Rs Educational Intervention
• Evaluating Kindergarten Retention Policy

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