Collider Bias is a type of systematic distortion in causal inference arising when conditioning on a collider—a variable causally influenced by two or more prior variables—induces a spurious association between its ancestors, thereby biasing the estimated relationship among them.
100
Publications
10.2K
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3.2K
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400
Institutions
Publications per year
2017–2026
61
Variants
Collider Stratification BiasSelection Bias Due To Colliders
Parents
Publications
100
1–5 of 100
Authors
3.2K
- KT
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- GD
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- FD
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1–5 of 3.2K
Institutions
400
University of Bristol
Bristol, United Kingdom
12 h-index
72 publications
17.9K citations
McGill University
Montreal, Canada
8 h-index
23 publications
2.1K citations
Harvard University
Cambridge, United States
8 h-index
25 publications
1.5K citations
MRC Epidemiology Unit
Cambridge, United Kingdom
7 h-index
35 publications
5.4K citations
Johns Hopkins University
Baltimore, United States
6 h-index
19 publications
1.6K citations
University of Oxford
Oxford, United Kingdom
6 h-index
53 publications
2.8K citations
Boston University
Boston, United States
5 h-index
23 publications
1K citations
Yale University
New Haven, United States
4 h-index
26 publications
1.5K citations
1–8 of 400
Venues
- Epidemiology
8 publications · 1.6K citations
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- American Journal of Epidemiology
AJE · 7 publications · 683 citations
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- International Journal of Epidemiology
5 publications · 2K citations
6
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- The European Physical Journal C
4 publications · 176 citations
4
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- European Journal of Epidemiology
4 publications · 165 citations
4
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