Instrumental variable estimation with the R package \texttt{vtools}

DOI10.1515/em-2018-0024zbMath1445.62288OpenAlexW2963831878WikidataQ127493191 ScholiaQ127493191MaRDI QIDQ2192298

Torben Martinussen, Arvid Sjölander

Publication date: 16 August 2020

Published in: Epidemiologic Methods (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1515/em-2018-0024

zbMATH Keywords

instrumental variablesstatistical softwaretwo-stage estimationMendelian randomizationG-estimation

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Applications of statistics to biology and medical sciences; meta analysis (62P10) Estimation in survival analysis and censored data (62N02) Medical epidemiology (92C60)

Related Items (1)

ivtools

Uses Software

• R

Cites Work

• Unnamed Item
• On parametrization, robustness and sensitivity analysis in a marginal structural Cox proportional hazards model for point exposure
• On instrumental variables estimation of causal odds ratios
• Confounding and collapsibility in causal inference
• Bounds on Treatment Effects From Studies With Imperfect Compliance
• Instrumental variables estimation of exposure effects on a time‐to‐event endpoint using structural cumulative survival models
• Causal Inference with Generalized Structural Mean Models
• Correcting for non-compliance in randomized trials using structural nested mean models
• On doubly robust estimation of the hazard difference

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