Concepedia

Heckman Correction

Heckman Correction is a statistical method that addresses sample selection bias by incorporating an inverse Mills ratio derived from a first-stage selection equation into a second-stage outcome equation to correct for non-randomly missing data.

75

Publications

5.8K

Citations

155

Authors

96

Institutions

Publications per year

2017–2026

23

Variants

Heckman Two-stage ProcedureHeckman's Two-step Method

Parents

Publications

75

The Importance of Noncognitive Skills: Lessons from the GED Testing Program

James J. Heckman, Yona Rubinstein · American Economic Review · 2001 · 1.5K citations

, , +5

The Heckman Correction for Sample Selection and Its Critique

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

, , +16

Is the Magic Still There? The Use of the Heckman Two-Step Correction for Selection Bias in Criminology

Shawn D. Bushway, Brian D. Johnson, Lee Ann Slocum · Journal of Quantitative Criminology · 2007 · 604 citations

, , +9

Tools for Intuition about Sample Selection Bias and Its Correction

Ross M. Stolzenberg, Daniel A. Relles · American Sociological Review · 1997 · 306 citations

, , +17

Health and environmental consciousness, costs of behaviour and the purchase of organic food

Peter Kriwy, Rebecca‐Ariane Mecking · International Journal of Consumer Studies · 2011 · 263 citations

, , +16

1–5 of 75

Authors

155

  1. PA
    Patrick A. Puhani

    Leibniz University Hannover, Germany

    2 publications · 1.1K citations

    2

    h-index

  2. MA
    Monazza Aslam

    University of Oxford, United Kingdom

    2 publications · 121 citations

    2

    h-index

  3. DP
    Daniela Piazzalunga

    University of Turin, Italy

    2 publications · 58 citations

    2

    h-index

  4. AB
    Anne Busch

    German Institute for Economic Research, Germany

    2 publications · 48 citations

    2

    h-index

  5. EH
    Elke Holst

    German Institute for Economic Research, Germany

    2 publications · 48 citations

    2

    h-index

1–5 of 155

Institutions

96

  1. University of Chicago

    Chicago, United States

    2 h-index

    2 publications

    1.7K citations

  2. University of Maryland, College Park

    College Park, United States

    2 h-index

    2 publications

    615 citations

  3. University of Oxford

    Oxford, United Kingdom

    2 h-index

    2 publications

    121 citations

  4. University of Washington

    Seattle, United States

    2 h-index

    2 publications

    109 citations

  5. University of the Witwatersrand

    Johannesburg, South Africa

    2 h-index

    2 publications

    59 citations

  6. Collegio Carlo Alberto

    Moncalieri, Italy

    2 h-index

    2 publications

    58 citations

  7. University of Turin

    Turin, Italy

    2 h-index

    2 publications

    58 citations

  8. Université Paris-Panthéon-Assas

    Paris, France

    2 h-index

    2 publications

    48 citations

1–8 of 96

Venues

  1. RePEc: Research Papers in Economics

    Repository · 5 publications · 140 citations

    5

    h-index

  2. SSRN Electronic Journal

    Repository · 4 publications · 108 citations

    4

    h-index

  3. AgEcon Search (University of Minnesota, USA)

    Repository · 3 publications · 75 citations

    3

    h-index

  4. Applied Economics

    3 publications · 69 citations

    3

    h-index

  5. Journal of Economic Studies

    JES · 3 publications · 52 citations

    3

    h-index

1–5