Introduction to computational causal inference using reproducible Stata, R, and Python code: a tutorial

DOI10.1002/sim.9234zbMath1545.62567MaRDI QIDQ6622245

Camille Maringe, Paul N. Zivich, Aurélien Belot, Mohammad Ali Mansournia, Miguel A. Luque-Fernandez, Clémence Leyrat, Matthew J. Smith, Stephen R. Cole, Bernard Rachet

Publication date: 22 October 2024

Published in: Statistics in Medicine (Search for Journal in Brave)

zbMATH Keywords

machine learningcausal inferenceinverse probability weightingpropensity scoreg-formularegression adjustmenttargeted maximum likelihood estimationdouble-robust methodsG-methods

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10)

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