Concepedia

Selection Bias Analysis

Selection Bias Analysis is a methodological framework within library deconvolution that identifies and quantifies systematic distortions arising from non-random selection of components in pooled screening experiments to correct inferred functional relationships.

2.3K

Publications

195.4K

Citations

8.3K

Authors

2.6K

Institutions

Publications per year

2017–2026

686

Parents

Publications

2.3K

Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme

James J. Heckman, Hidehiko Ichimura, Petra Todd · The Review of Economic Studies · 1997 · 5.5K citations

, , +15

Unbiased Recursive Partitioning: A Conditional Inference Framework

Torsten Hothorn, Kurt Hornik, Achim Zeileis · Journal of Computational and Graphical Statistics · 2006 · 4.1K citations · Full text

, , +15

Assessing “Neighborhood Effects”: Social Processes and New Directions in Research

Robert J. Sampson, Jeffrey D. Morenoff, Thomas Gannon-Rowley · Annual Review of Sociology · 2002 · 4K citations

, , +11

Selection on Observed and Unobserved Variables: Assessing the Effectiveness of Catholic Schools

Joseph G. Altonji, Todd E. Elder, Christopher Taber · Journal of Political Economy · 2005 · 3.7K citations

, , +16

An Approximately Unbiased Test of Phylogenetic Tree Selection

Hidetoshi Shimodaira · Systematic Biology · 2002 · 2.9K citations

, , +17

1–5 of 2.3K

Authors

8.3K

  1. SR
    Stephen R. Cole

    University of North Carolina at Chapel Hill, United States

    10 publications · 4.6K citations

    10

    h-index

  2. JJ
    James J. Heckman

    University of Chicago, United States

    9 publications · 8.6K citations

    9

    h-index

  3. MA
    Miguel A. Hernán

    Harvard University, United States

    8 publications · 6.3K citations

    8

    h-index

  4. WM
    Wanglin Ma

    Lincoln University, New Zealand

    7 publications · 299 citations

    7

    h-index

  5. VW
    Vance W. Berger

    National Cancer Institute, United States

    7 publications · 733 citations

    7

    h-index

1–5 of 8.3K

Institutions

2.6K

  1. Harvard University

    Cambridge, United States

    44 h-index

    172 publications

    21.1K citations

  2. Stanford University

    Stanford, United States

    29 h-index

    69 publications

    6.3K citations

  3. University of Michigan

    Ann Arbor, United States

    27 h-index

    103 publications

    17.3K citations

  4. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    26 h-index

    98 publications

    5.9K citations

  5. University of California, Los Angeles

    Los Angeles, United States

    25 h-index

    41 publications

    3.9K citations

  6. Johns Hopkins University

    Baltimore, United States

    24 h-index

    58 publications

    7.4K citations

  7. University of Washington

    Seattle, United States

    24 h-index

    86 publications

    6.1K citations

  8. Columbia University

    New York, United States

    24 h-index

    49 publications

    6.2K citations

1–8 of 2.6K

Venues

  1. Epidemiology

    38 publications · 7.1K citations

    31

    h-index

  2. SSRN Electronic Journal

    Repository · 83 publications · 3.8K citations

    28

    h-index

  3. American Journal of Epidemiology

    AJE · 33 publications · 4.9K citations

    25

    h-index

  4. PubMed

    Repository · 58 publications · 1.9K citations

    24

    h-index

  5. International Journal of Epidemiology

    28 publications · 4.5K citations

    23

    h-index

1–5