Concepedia

Sampling

Sampling is a methodological process in which a subset of observations or data points is systematically selected from a larger population or continuous signal to enable representative analysis, inference, or monitoring within a given domain.

24.9K

Publications

1.3M

Citations

75.1K

Authors

10.9K

Institutions

Publications per year

2017–2026

9.7K

Parents

Publications

24.9K

The meaning and use of the area under a receiver operating characteristic (ROC) curve.

J A Hanley, Barbara J. McNeil · Radiology · 1982 · 21.8K citations

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How Many Interviews Are Enough?

Greg Guest, Arwen Bunce, Laura Johnson · Field Methods · 2005 · 19.4K citations

, , +16

Distributed Representations of Words and Phrases and their Compositionality

Tomáš Mikolov, Ilya Sutskever, Kai Chen et al. · arXiv (Cornell University) · 2013 · 18.1K citations · Full text

, , +15

Monte Carlo sampling methods using Markov chains and their applications

W. Keith Hastings · Biometrika · 1970 · 15.2K citations

, , +16

Comparison of Convenience Sampling and Purposive Sampling

İlker Etikan · American Journal of Theoretical and Applied Statistics · 2016 · 10.6K citations · Full text

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1–5 of 24.9K

Authors

75.1K

  1. JP
    Janusz Pawliszyn

    University of Waterloo, Canada

    29 publications · 2K citations

    24

    h-index

  2. DA
    Dwi Agus Kurniawan

    Jambi University, Indonesia

    27 publications · 852 citations

    20

    h-index

  3. MA
    Muhammad Aslam

    King Abdulaziz University, Saudi Arabia

    39 publications · 861 citations

    17

    h-index

  4. MV
    Martin Vetterli

    École Polytechnique Fédérale de Lausanne, Switzerland

    17 publications · 2.5K citations

    17

    h-index

  5. YC
    Yonina C. Eldar

    Technion – Israel Institute of Technology, Israel

    23 publications · 1.5K citations

    17

    h-index

1–5 of 75.1K

Institutions

10.9K

  1. Centre National de la Recherche Scientifique

    Paris, France

    61 h-index

    680 publications

    49.9K citations

  2. Stanford University

    Stanford, United States

    56 h-index

    292 publications

    36.6K citations

  3. University of California, Berkeley

    Berkeley, United States

    55 h-index

    295 publications

    43.4K citations

  4. United States Geological Survey

    Reston, United States

    53 h-index

    359 publications

    28.7K citations

  5. Massachusetts Institute of Technology

    Cambridge, United States

    47 h-index

    232 publications

    21.4K citations

  6. University of Michigan

    Ann Arbor, United States

    46 h-index

    232 publications

    31.6K citations

  7. University of Toronto

    Toronto, Canada

    45 h-index

    225 publications

    32.4K citations

  8. Cornell University

    Ithaca, United States

    45 h-index

    230 publications

    12.4K citations

1–8 of 10.9K

Venues

  1. Environmental Science & Technology

    162 publications · 12K citations

    64

    h-index

  2. arXiv (Cornell University)

    Repository · 257 publications · 30.9K citations

    52

    h-index

  3. PubMed

    Repository · 383 publications · 13.6K citations

    51

    h-index

  4. Journal of the American Statistical Association

    130 publications · 22.9K citations

    50

    h-index

  5. PLoS ONE

    179 publications · 9.1K citations

    50

    h-index

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