Concepedia

Nonparametric Distribution Estimation

Nonparametric Distribution Estimation is a statistical method that belongs to the class of distribution estimation techniques and is distinguished by its reliance on minimal assumptions about the functional form of the underlying probability distribution, instead allowing the data to determine the shape of the estimated distribution.

225

Publications

22.6K

Citations

393

Authors

232

Institutions

Publications per year

2017–2026

21

Parents

Publications

225

Nonparametric estimation of the number of classes in a population

Anne Chao · Scandinavian Journal of Statistics · 1984 · 4.3K citations

, , +14

Effects of Sample Size on Kernel Home Range Estimates

D. E. Seaman, Joshua J. Millspaugh, Brian J. Kernohan et al. · Journal of Wildlife Management · 1999 · 1.4K citations

, , +12

Estimating the Number of Classes via Sample Coverage

Anne Chao, Shen‐Ming Lee · Journal of the American Statistical Association · 1992 · 1.4K citations

, , +16

Nonparametric estimation of spatial distributions

André G. Journel · Mathematical Geology · 1983 · 979 citations

, , +13

Nonparametric Density Estimation: The L 1 View.

James R. Thompson, Luc Devroye, László Györfi · Journal of the American Statistical Association · 1987 · 804 citations

, , +11

1–5 of 225

Authors

393

  1. PH
    Peter Hall

    Australian National University, Australia

    8 publications · 603 citations

    8

    h-index

  2. IA
    Ibrahim A. Ahmad

    University of Central Florida, United States

    4 publications · 241 citations

    4

    h-index

  3. EJ
    Edward J. Wegman

    George Mason University, United States

    4 publications · 369 citations

    4

    h-index

  4. LG
    László Györfi

    Budapest Institute, Hungary

    4 publications · 1.7K citations

    4

    h-index

  5. AC
    Anne Chao

    National Tsing Hua University, Taiwan

    3 publications · 5.9K citations

    3

    h-index

1–5 of 393

Institutions

232

  1. Australian National University

    Canberra, Australia

    10 h-index

    15 publications

    1.1K citations

  2. University of Wisconsin–Madison

    Madison, United States

    6 h-index

    7 publications

    232 citations

  3. University of California, Davis

    Davis, United States

    5 h-index

    6 publications

    191 citations

  4. Stanford University

    Stanford, United States

    4 h-index

    6 publications

    1K citations

  5. University of California, Berkeley

    Berkeley, United States

    4 h-index

    6 publications

    204 citations

  6. University of Arizona

    Tucson, United States

    4 h-index

    5 publications

    686 citations

  7. University of Washington

    Seattle, United States

    3 h-index

    4 publications

    152 citations

  8. Harvard University

    Cambridge, United States

    3 h-index

    3 publications

    886 citations

1–8 of 232

Venues

  1. The Annals of Statistics

    22 publications · 2.2K citations

    19

    h-index

  2. Journal of the American Statistical Association

    17 publications · 4.2K citations

    15

    h-index

  3. 10

    h-index

  4. Biometrika

    10 publications · 550 citations

    10

    h-index

  5. Computational Statistics & Data Analysis

    CSDA · 9 publications · 240 citations

    9

    h-index

1–5