Methodological Tutorial Series for Epidemiological Studies: Confounder Selection and Sensitivity Analyses to Unmeasured Confounding From Epidemiological and Statistical Perspectives

Methodological Tutorial Series for Epidemiological Studies: Confounder Selection and Sensitivity Analyses to Unmeasured Confounding From Epidemiological and Statistical Perspectives

In observational studies, identifying and adjusting for a sufficient set of confounders is crucial for accurately estimating the causal effect of the exposure on the outcome. Even in studies with large sample sizes, which typically benefit from small variances in estimates, there is a risk of produc...

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Bibliographic Details
Main Authors: Kosuke Inoue, Kentaro Sakamaki, Sho Komukai, Yuri Ito, Atsushi Goto, Tomohiro Shinozaki
Format: Article
Language:English
Published: Japan Epidemiological Association 2025-01-01
Series:Journal of Epidemiology
Subjects:
confounder
confounding
dag
sensitivity analysis
Online Access:https://www.jstage.jst.go.jp/article/jea/35/1/35_JE20240082/_pdf
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