Concepedia

Model Selection Bias

Model Selection Bias is a systematic error in scientific inference arising when the process of selecting a statistical or computational model is influenced by factors that lead to an overestimation of its validity, performance, or generalizability, thereby distorting the empirical conclusions drawn from it.

571

Publications

43.6K

Citations

1.5K

Authors

754

Institutions

Publications per year

2017–2026

170

Parents

Publications

571

On Over-fitting in Model Selection and Subsequent Selection Bias in Performance Evaluation

Gavin C. Cawley, Nicola L. C. Talbot · 2010 · 2K citations

, , +16

Cryptic multiple hypotheses testing in linear models: overestimated effect sizes and the winner's curse

Wolfgang Forstmeier, Holger Schielzeth · Behavioral Ecology and Sociobiology · 2010 · 1.1K citations · Full text

, , +13

Estimating the Payoff to Attending a More Selective College: An Application of Selection on Observables and Unobservables

Stacy Dale, Alan B. Krueger · The Quarterly Journal of Economics · 2002 · 1K citations

, , +12

Is a Picture Worth a Thousand Words? An Empirical Study of Image Content and Social Media Engagement

Yiyi Li, Ying Xie · Journal of Marketing Research · 2019 · 824 citations

, , +17

Analysis of Observational Studies in the Presence of Treatment Selection Bias

Thérèse A. Stukel, Elliott S. Fisher, David E. Wennberg et al. · JAMA · 2007 · 788 citations · Full text

, , +15

1–5 of 571

Authors

1.5K

  1. AA
    Awudu Abdulai

    Christian-Albrechts-Universität zu Kiel, Germany

    7 publications · 582 citations

    7

    h-index

  2. WM
    Wanglin Ma

    Lincoln University, New Zealand

    6 publications · 524 citations

    6

    h-index

  3. GM
    Giampiero Marra

    University College London, United Kingdom

    4 publications · 95 citations

    4

    h-index

  4. RB
    Ranjula Bali Swain

    Uppsala University, Sweden

    4 publications · 105 citations

    4

    h-index

  5. RR
    Rosalba Radice

    University College London, United Kingdom

    4 publications · 95 citations

    4

    h-index

1–5 of 1.5K

Institutions

754

  1. Harvard University

    Cambridge, United States

    13 h-index

    14 publications

    1.6K citations

  2. University of Washington

    Seattle, United States

    10 h-index

    18 publications

    2.4K citations

  3. University of Michigan

    Ann Arbor, United States

    9 h-index

    18 publications

    454 citations

  4. Stanford University

    Stanford, United States

    9 h-index

    15 publications

    745 citations

  5. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    9 h-index

    22 publications

    964 citations

  6. Columbia University

    New York, United States

    9 h-index

    15 publications

    2K citations

  7. University College London

    London, United Kingdom

    8 h-index

    10 publications

    313 citations

  8. Lincoln University

    Lincoln, New Zealand

    7 h-index

    9 publications

    702 citations

1–8 of 754

Venues

  1. SSRN Electronic Journal

    Repository · 18 publications · 433 citations

    13

    h-index

  2. RePEc: Research Papers in Economics

    Repository · 11 publications · 228 citations

    10

    h-index

  3. PubMed

    Repository · 9 publications · 276 citations

    9

    h-index

  4. Urban Studies

    8 publications · 764 citations

    8

    h-index

  5. The Journal of Human Resources

    JHR · 7 publications · 657 citations

    7

    h-index

1–5