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Collider Bias

delete2022-04-05
delete104
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OA
AI
M
Mathias J. Holmberg
L
Lars W. Andersen *
DOI:10.1001/jama.2022.1820delete
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Abstract

Abstract

En 中文
This JAMA Guide to Statistics and Methods describes collider bias, illustrates examples in directed acyclic graphs, and explains how it can threaten the internal validity of a study and the accurate estimation of causal relationships in randomized clinical trials and observational studies.

Journal

J
JAMA-Journal of the American Medical Association
IF:
55
Papers:
4.1W
Citations:
19.4W

Organization

A
Aarhus University
Scholars:
4.3W
Papers: 4.2W
Citations: 4.8W
Cited Papers

Cited Papers

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Causal Directed Acyclic Graphs
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errLipsky, Ari M.; Greenland, Sander
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Association of Angiotensin-Converting Enzyme Inhibitor or Angiotensin Receptor Blocker Use With COVID-19 Diagnosis and Mortality
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errFosbol, Emil L.; Butt, Jawad H.; ostergaard, Lauge; Andersson, Charlotte; Selmer, Christian; Kragholm, Kristian; Schou, Morten; Phelps, Matthew; Gislason, Gunnar H.; Gerds, Thomas A.; Torp-Pedersen, Christian; Kober, Lars
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Reducing bias through directed acyclic graphs
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errOAAI
errShrier, Ian; Platt, Robert W.
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Safety and efficacy of tofacitinib for up to 9.5 years in the treatment of rheumatoid arthritis: final results of a global, open-label, long-term extension study
err2019-04-05
err0
errOAAI
errJürgen Wollenhaupt; Eun-Bong Lee; Jeffrey R. Curtis; Joel Silverfield; Ketti Terry; Koshika Soma; Chris Mojcik; Ryan DeMasi; Sander Strengholt; Kenneth Kwok; Irina Lazariciu; Lisy Wang; Stanley Cohen
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Mediterranean Diet and Age-Related Cognitive Decline A Randomized Clinical Trial
err2015-07-01
err626
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errValls-Pedret, Cinta; Sala-Vila, Aleix; Serra-Mir, Merce; Corella, Dolores; de la Torre, Rafael; Angel Martinez-Gonzalez, Miguel; Martinez-Lapiscina, Elena H.; Fito, Montserrat; Perez-Heras, Ana; Salas-Salvado, Jordi; Estruch, Ramon; Ros, Emilio
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