Think globally, act globally: an epidemiologist's perspective on instrumental variable estimation

DOI10.1214/14-STS491zbMath1331.62487arXiv1410.0477WikidataQ34849120 ScholiaQ34849120MaRDI QIDQ252723

Sonja A. Swanson, Miguel A. Hernán

Publication date: 4 March 2016

Published in: Statistical Science (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1410.0477

Mathematics Subject Classification ID

Applications of statistics to economics (62P20) General nonlinear regression (62J02) Statistical methods; economic indices and measures (91B82)

Related Items (7)

Detecting heterogeneous treatment effects with instrumental variables and application to the Oregon Health Insurance Experiment ⋮ The risk of maternal complications after Cesarean delivery: near-far matching for instrumental variables study designs with large observational datasets ⋮ Instrumental variable estimation with a stochastic monotonicity assumption ⋮ Sharp instruments for classifying compliers and generalizing causal effects ⋮ A generalized approach to power analysis for local average treatment effects ⋮ Survivor-Complier Effects in the Presence of Selection on Treatment, With Application to a Study of Prompt ICU Admission ⋮ An instrumental variables design for the effect of emergency general surgery

Cites Work

• Unnamed Item
• Identification of Causal Effects Using Instrumental Variables
• Bounds on Treatment Effects From Studies With Imperfect Compliance
• Correcting for non-compliance in randomized trials using structural nested mean models

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