Concepedia

Selection Bias Correction

Selection Bias Correction is a methodological approach in statistical modeling that addresses systematic distortions arising from non-random sample selection by adjusting estimates to ensure valid inference under the assumption of missing-not-at-random data.

328

Publications

56.6K

Citations

791

Authors

448

Institutions

Publications per year

2017–2026

81

Parents

Publications

328

Sample Selection Bias as a Specification Error

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

, , +16

Reducing bias and inefficiency in the selection algorithm

James E. Baker · international conference on Genetic algorithms · 1987 · 1.4K citations

, , +11

Selection Bias in Web Surveys

Jelke Bethlehem · International Statistical Review · 2010 · 1.2K citations · Full text

, , +16

VARIETIES OF SELECTION BIAS

James Heckman · American Economic Review · 1990 · 1.2K citations

, , +9

The Heckman Correction for Sample Selection and Its Critique

Patrick A. Puhani · Journal of Economic Surveys · 2000 · 1.1K citations

, , +16

1–5 of 328

Authors

791

  1. DB
    Donald B. Rubin

    Harvard University, United States

    4 publications · 1.6K citations

    4

    h-index

  2. HY
    Hirokazu Yanagihara

    Hiroshima University, Japan

    4 publications · 64 citations

    4

    h-index

  3. BM
    Bhramar Mukherjee

    University of Michigan, United States

    4 publications · 148 citations

    4

    h-index

  4. HW
    Howard Wainer

    Educational Testing Service, United States

    3 publications · 74 citations

    3

    h-index

  5. FB
    Françoìs Bourguignon

    Paris School of Economics, France

    3 publications · 178 citations

    3

    h-index

1–5 of 791

Institutions

448

  1. Harvard University

    Cambridge, United States

    11 h-index

    19 publications

    944 citations

  2. University of Michigan

    Ann Arbor, United States

    11 h-index

    28 publications

    814 citations

  3. Northwestern University

    Evanston, United States

    8 h-index

    12 publications

    1.5K citations

  4. Vanderbilt University

    Nashville, United States

    5 h-index

    9 publications

    392 citations

  5. Yale University

    New Haven, United States

    5 h-index

    6 publications

    322 citations

  6. University of California, Berkeley

    Berkeley, United States

    5 h-index

    12 publications

    405 citations

  7. Educational Testing Service

    Princeton, United States

    4 h-index

    4 publications

    833 citations

  8. University of Wisconsin–Madison

    Madison, United States

    4 h-index

    4 publications

    362 citations

1–8 of 448

Venues

  1. SSRN Electronic Journal

    Repository · 15 publications · 1.1K citations

    14

    h-index

  2. Journal of the American Statistical Association

    10 publications · 1.7K citations

    10

    h-index

  3. RePEc: Research Papers in Economics

    Repository · 8 publications · 443 citations

    8

    h-index

  4. Journal of Econometrics

    6 publications · 693 citations

    6

    h-index

  5. Biometrics

    6 publications · 1.5K citations

    6

    h-index

1–5