More (Adjustment) Is Not Always Better: How Directed Acyclic Graphs Can Help Researchers Decide Which Covariates to Include in Models for the Causal Relationship between an Exposure and an Outcome in Observational Research-Reference-Cited by-同舟云学术

More (Adjustment) Is Not Always Better: How Directed Acyclic Graphs Can Help Researchers Decide Which Covariates to Include in Models for the Causal Relationship between an Exposure and an Outcome in Observational Research

Published:2021 Issue:5 Volume:90 Page:289-298
ISSN:0033-3190
Container-title:Psychotherapy and Psychosomatics
language:en
Short-container-title:Psychother Psychosom

Author:

Diemer Elizabeth W.,Hudson James I.,Javaras Kristin N.

Publisher

S. Karger AG

Subject

Psychiatry and Mental health,Applied Psychology,Clinical Psychology,General Medicine

Reference30 articles.

1. Shmueli G. To explain or to predict? Stat Sci. 2010;25(3):289–310.

2. Mullainathan S, Spiess J. Machine learning: an applied econometric approach. J Econ Perspect. 2017;31(2):87–106.

3. Robins JM. Data, design, and background knowledge in etiologic inference. Epidemiology. 2001 May;12(3):313–20.

4. Ohlsson H, Kendler KS. Applying causal inference methods in psychiatric epidemiology: a review. JAMA Psychiatry. 2020 Jun;77(6):637–44.

5. Greenland S. Quantifying biases in causal models: classical confounding vs collider-stratification bias. Epidemiology. 2003 May;14(3):300–6.

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