Concepedia

Bias Control

Bias Control is a set of methodological strategies in experimental design that systematically prevent, detect, and adjust for nonrandom sources of error in the selection, allocation, measurement, or treatment of study units, thereby minimizing systematic bias and protecting the validity of causal inferences.

3.5K

Publications

536K

Citations

7.6K

Authors

2.2K

Institutions

Publications per year

2017–2026

1.1K

Parents

Children

Publications

3.5K

The Cochrane Collaboration's tool for assessing risk of bias in randomised trials

Julian P. T. Higgins, Doug Altman, Peter C Gøtzsche et al. · BMJ · 2011 · 34.2K citations · Full text

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Sample Selection Bias as a Specification Error

James J. Heckman · Econometrica · 1979 · 28.9K citations

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An Introduction to Propensity Score Methods for Reducing the Effects of Confounding in Observational Studies

Peter C. Austin · Multivariate Behavioral Research · 2011 · 11.9K citations · Full text

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The control of the false discovery rate in multiple testing under dependency

Yoav Benjamini, Daniel Yekutieli · The Annals of Statistics · 2001 · 10.8K citations · Full text

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Mendelian randomization with invalid instruments: effect estimation and bias detection through Egger regression

Jack Bowden, George Davey Smith, Stephen Burgess · International Journal of Epidemiology · 2015 · 10.6K citations · Full text

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1–5 of 3.5K

Authors

7.6K

  1. PR
    Paul R. Rosenbaum

    University of Pennsylvania, United States

    30 publications · 2.3K citations

    26

    h-index

  2. SG
    Sander Greenland

    University of California, Los Angeles, United States

    18 publications · 4.1K citations

    17

    h-index

  3. TJ
    Tyler J. VanderWeele

    Harvard University, United States

    18 publications · 2.5K citations

    15

    h-index

  4. DB
    Donald B. Rubin

    Harvard University, United States

    16 publications · 11.7K citations

    15

    h-index

  5. DS
    Dylan S. Small

    University of Pennsylvania, United States

    16 publications · 811 citations

    15

    h-index

1–5 of 7.6K

Institutions

2.2K

  1. Harvard University

    Cambridge, United States

    59 h-index

    226 publications

    45.7K citations

  2. University of Pennsylvania

    Philadelphia, United States

    43 h-index

    155 publications

    34.1K citations

  3. University of California, Berkeley

    Berkeley, United States

    37 h-index

    83 publications

    11K citations

  4. Stanford University

    Stanford, United States

    37 h-index

    110 publications

    25.9K citations

  5. University of Bristol

    Bristol, United Kingdom

    37 h-index

    157 publications

    131.4K citations

  6. University of California, Los Angeles

    Los Angeles, United States

    36 h-index

    75 publications

    10.7K citations

  7. University of Michigan

    Ann Arbor, United States

    36 h-index

    99 publications

    13.2K citations

  8. Yale University

    New Haven, United States

    33 h-index

    74 publications

    7.1K citations

1–8 of 2.2K

Venues

  1. Statistics in Medicine

    111 publications · 13.4K citations

    46

    h-index

  2. Journal of the American Statistical Association

    64 publications · 12.4K citations

    37

    h-index

  3. American Journal of Epidemiology

    AJE · 53 publications · 12.5K citations

    37

    h-index

  4. Journal of Clinical Epidemiology

    57 publications · 7.2K citations

    36

    h-index

  5. SSRN Electronic Journal

    Repository · 79 publications · 7.8K citations

    35

    h-index

1–5