Concepedia

Nonparametric Sample Selection Models

Nonparametric Sample Selection Models is a sample selection model that belongs to the class of statistical methods used to correct selection bias, distinguished by its avoidance of parametric assumptions about the functional form or distribution of the error terms, thus allowing for more flexible and data-driven estimation of selection mechanisms.

18

Publications

1K

Citations

29

Authors

29

Institutions

Publications per year

2017–2026

1

Variants

Non-parametric Sample Selection Models

Parents

Publications

18

Nonparametric Estimation of Sample Selection Models

Mitali Das, Whitney K. Newey, Francis Vella · The Review of Economic Studies · 2003 · 407 citations

, , +13

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

Two-step estimation of heteroskedastic sample selection models

Stephen G. Donald · Journal of Econometrics · 1995 · 50 citations · Full text

, , +16

NONPARAMETRIC CONTINUOUS/DISCRETE CHOICE MODELS*

Whitney K. Newey · International Economic Review · 2007 · 39 citations

, , +15

Gender wage gap: A semi-parametric approach with sample selection correction

Matteo Picchio, Chiara Mussida · Labour Economics · 2011 · 38 citations

, , +14

1–5 of 18

Authors

29

  1. WK
    Whitney K. Newey

    Massachusetts Institute of Technology, United States

    2 publications · 446 citations

    2

    h-index

  2. DW
    Donald W. K. Andrews

    Yale University, United States

    2 publications · 249 citations

    2

    h-index

  3. MD
    Mitali Das

    International Monetary Fund, United States

    1 publications · 407 citations

    1

    h-index

  4. SC
    Songnian Chen

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

    1 publications · 33 citations

    1

    h-index

  5. NB
    N. Balakrishnan

    McMaster University, Canada

    1 publications · 10 citations

    1

    h-index

1–5 of 29

Institutions

29

  1. University of Bergen

    Bergen, Norway

    1 h-index

    1 publications

    23 citations

  2. Yale University

    New Haven, United States

    1 h-index

    1 publications

    234 citations

  3. Voluntary Health Association Of India

    New Delhi, India

    1 h-index

    1 publications

    39 citations

  4. Universidad Carlos III de Madrid

    Madrid, Spain

    1 h-index

    1 publications

    25 citations

  5. University of Hong Kong

    Pok Fu Lam, Hong Kong

    1 h-index

    1 publications

    33 citations

  6. The Ohio State University

    Columbus, United States

    1 h-index

    1 publications

    13 citations

  7. London School of Economics and Political Science

    London, United Kingdom

    1 h-index

    1 publications

    234 citations

  8. European University Institute

    Florence, Italy

    1 h-index

    1 publications

    407 citations

1–8 of 29

Venues

  1. Journal of Econometrics

    3 publications · 101 citations

    3

    h-index

  2. The Review of Economic Studies

    2 publications · 641 citations

    2

    h-index

  3. RePEc: Research Papers in Economics

    Repository · 1 publications · 15 citations

    1

    h-index

  4. PubMed

    Repository · 1 publications · 23 citations

    1

    h-index

  5. Statistics & Probability Letters

    1 publications · 18 citations

    1

    h-index

1–5