Robust Estimation of Encouragement Design Intervention Effects Transported Across Sites

DOI10.1111/rssb.12213OpenAlexW2215822403WikidataQ49633002 ScholiaQ49633002MaRDI QIDQ4603796

Mark J. Van der Laan, Kara E. Rudolph

Publication date: 19 February 2018

Published in: Journal of the Royal Statistical Society Series B: Statistical Methodology (Search for Journal in Brave)

Full work available at URL: http://europepmc.org/articles/pmc5784860

zbMATH Keywords

external validityinstrumental variablescausal inferencetransportabilitypolicy interventiontargeted maximum likelihood estimation

Mathematics Subject Classification ID

Nonparametric robustness (62G35) Applications of statistics to biology and medical sciences; meta analysis (62P10) Sequential statistical design (62L05)

Related Items (7)

Statistical data integration in survey sampling: a review ⋮ Efficient and Robust Methods for Causally Interpretable Meta-Analysis: Transporting Inferences from Multiple Randomized Trials to a Target Population ⋮ Complier Stochastic Direct Effects: Identification and Robust Estimation ⋮ Transporting stochastic direct and indirect effects to new populations ⋮ Improving Trial Generalizability Using Observational Studies ⋮ Rejoinder: Learning Optimal Distributionally Robust Individualized Treatment Rules ⋮ Comparing the performance of statistical methods that generalize effect estimates from randomized controlled trials to much larger target populations

This page was built for publication: Robust Estimation of Encouragement Design Intervention Effects Transported Across Sites