Concepedia

Semi-parametric Sample Selection Models

Semi-Parametric Sample Selection Models is a sample selection model that belongs to the class of statistical methods for correcting selection bias, distinguished by its relaxation of strict parametric assumptions on the distribution of error terms while maintaining some parametric structure in the selection or outcome equation.

28

Publications

2K

Citations

41

Authors

37

Institutions

Publications per year

2017–2026

1

Parents

Publications

28

Models for Sample Selection Bias

Christopher Winship, Robert D. Mare · Annual Review of Sociology · 1992 · 761 citations

, , +16

Semiparametric Estimation of the Intercept of a Sample Selection Model

Donald W. K. Andrews, Marcia M. A. Schafgans · The Review of Economic Studies · 1998 · 234 citations

, , +16

Sample Selection Models in<i>R</i>: Package<b>sampleSelection</b>

Ott Toomet, Arne Henningsen · Journal of Statistical Software · 2008 · 123 citations · Full text

, , +11

Selectivity bias correction methods in polychotomous sample selection models

Carl P. Schmertmann · Journal of Econometrics · 1994 · 99 citations

, , +11

Parametric and semiparametric estimation of sample selection models: an empirical application to the female labour force in Portugal

Maria Fraga O. Martins · Journal of Applied Econometrics · 2001 · 98 citations

, , +16

1–5 of 28

Authors

41

  1. MM
    Marcia M. A. Schafgans

    London School of Economics and Political Science, United Kingdom

    3 publications · 293 citations

    3

    h-index

  2. ML
    Myoung‐jae Lee

    Korea University, South Korea

    2 publications · 30 citations

    2

    h-index

  3. DW
    Donald W. K. Andrews

    Yale University, United States

    2 publications · 249 citations

    2

    h-index

  4. SC
    Songnian Chen

    Hong Kong University of Science and Technology, Hong Kong SAR China

    2 publications · 75 citations

    2

    h-index

  5. GM
    Giampiero Marra

    University College London, United Kingdom

    2 publications · 62 citations

    2

    h-index

1–5 of 41

Institutions

37

  1. London School of Economics and Political Science

    London, United Kingdom

    3 h-index

    3 publications

    293 citations

  2. University of Michigan

    Ann Arbor, United States

    3 h-index

    3 publications

    83 citations

  3. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    2 h-index

    2 publications

    75 citations

  4. Korea University

    Seoul, South Korea

    2 h-index

    2 publications

    30 citations

  5. University of Cyprus

    Nicosia, Cyprus

    1 h-index

    1 publications

    35 citations

  6. University of Rochester

    Rochester, United States

    1 h-index

    1 publications

    42 citations

  7. Shanghai University of Finance and Economics

    Shanghai, China

    1 h-index

    1 publications

    33 citations

  8. McGill University

    Montreal, Canada

    1 h-index

    1 publications

    10 citations

1–8 of 37

Venues

  1. Journal of Econometrics

    5 publications · 212 citations

    5

    h-index

  2. Econometric Theory

    3 publications · 66 citations

    3

    h-index

  3. RePEc: Research Papers in Economics

    Repository · 3 publications · 52 citations

    3

    h-index

  4. Annual Review of Sociology

    2 publications · 827 citations

    2

    h-index

  5. Journal of Applied Econometrics

    2 publications · 147 citations

    2

    h-index

1–5