Concepedia

Sampling Bias Mitigation

Sampling Bias Mitigation is a methodological strategy in data collection that systematically adjusts for distortions arising from non-representative sampling to ensure that the resulting data accurately reflect the target population.

220

Publications

19.4K

Citations

915

Authors

354

Institutions

Publications per year

2017–2026

87

Parents

Publications

220

5. Sampling and Estimation in Hidden Populations Using Respondent-Driven Sampling

Matthew Salganik, Douglas D. Heckathorn · Sociological Methodology · 2004 · 2K citations

, , +16

Mapping Species Distributions with MAXENT Using a Geographically Biased Sample of Presence Data: A Performance Assessment of Methods for Correcting Sampling Bias

Yoan Fourcade, Jan O. Engler, Dennis Rödder et al. · PLoS ONE · 2014 · 1.1K citations · Full text

, , +17

SMOTE for high-dimensional class-imbalanced data

Rok Blagus, Lara Lusa · BMC Bioinformatics · 2013 · 1.1K citations · Full text

, , +15

The persistent sampling bias in developmental psychology: A call to action

Mark Nielsen, Daniel B. M. Haun, Joscha Kärtner et al. · Journal of Experimental Child Psychology · 2017 · 1.1K citations · Full text

, , +11

Cluster-based under-sampling approaches for imbalanced data distributions

Show-Jane Yen, Yue‐Shi Lee · Expert Systems with Applications · 2008 · 735 citations

, , +13

1–5 of 220

Authors

915

  1. DD
    Douglas D. Heckathorn

    Cornell University, United States

    4 publications · 2.4K citations

    4

    h-index

  2. MS
    Mark S. Handcock

    University of Washington, United States

    2 publications · 660 citations

    2

    h-index

  3. AK
    Akira Kunimatsu

    The University of Tokyo, Japan

    2 publications · 225 citations

    2

    h-index

  4. WU
    Wolf U. Blanckenhorn

    University of Zurich, Switzerland

    2 publications · 59 citations

    2

    h-index

  5. KK
    Kiyoto Kasai

    The University of Tokyo, Japan

    2 publications · 225 citations

    2

    h-index

1–5 of 915

Institutions

354

  1. Cornell University

    Ithaca, United States

    6 h-index

    10 publications

    2.7K citations

  2. Australian National University

    Canberra, Australia

    4 h-index

    6 publications

    613 citations

  3. University of Washington

    Seattle, United States

    4 h-index

    9 publications

    805 citations

  4. University of Oxford

    Oxford, United Kingdom

    4 h-index

    5 publications

    871 citations

  5. Chinese Academy of Sciences

    Beijing, China

    4 h-index

    4 publications

    279 citations

  6. University of Cambridge

    Cambridge, United Kingdom

    4 h-index

    5 publications

    1.5K citations

  7. University of Michigan

    Ann Arbor, United States

    4 h-index

    5 publications

    349 citations

  8. University of California, Davis

    Davis, United States

    3 h-index

    3 publications

    358 citations

1–8 of 354

Venues

  1. 9

    h-index

  2. PLoS ONE

    8 publications · 2.1K citations

    8

    h-index

  3. PubMed

    Repository · 6 publications · 164 citations

    6

    h-index

  4. arXiv (Cornell University)

    Repository · 5 publications · 221 citations

    5

    h-index

  5. Expert Systems with Applications

    4 publications · 924 citations

    4

    h-index

1–5