Concepedia

Nonparametric Density Estimation

Nonparametric Density Estimation is a statistical method for estimating probability density functions without assuming a fixed parametric form, distinguishing it from parametric approaches by relying solely on the data to determine the shape of the distribution.

781

Publications

74K

Citations

1.4K

Authors

632

Institutions

Publications per year

2017–2026

96

Variants

Non-parametric Density Estimation

Parents

Publications

781

Remarks on Some Nonparametric Estimates of a Density Function

Murray Rosenblatt · The Annals of Mathematical Statistics · 1956 · 4.5K citations · Full text

, , +12

Kernel Methods for Estimating the Utilization Distribution in Home‐Range Studies

Bruce J. Worton · Ecology · 1989 · 4.2K citations

, , +16

Estimating Continuous Distributions in Bayesian Classifiers

George H. John, Pat Langley · arXiv (Cornell University) · 2013 · 2.9K citations · Full text

, , +17

Multivariate Density Estimation, Theory, Practice, and Visualbation

Philip H. Ramsay · Technometrics · 1993 · 2.9K citations

, , +15

Background and foreground modeling using nonparametric kernel density estimation for visual surveillance

Ahmed Elgammal, Ramani Duraiswami, David Harwood et al. · Proceedings of the IEEE · 2002 · 1.5K citations

, , +13

1–5 of 781

Authors

1.4K

  1. PH
    Peter Hall

    Australian National University, Australia

    22 publications · 1.9K citations

    18

    h-index

  2. DW
    David W. Scott

    Rice University, United States

    12 publications · 1.6K citations

    12

    h-index

  3. JS
    J. S. Marron

    University of North Carolina at Chapel Hill, United States

    8 publications · 434 citations

    8

    h-index

  4. FC
    Fabienne Comte

    Université Paris Cité, France

    7 publications · 130 citations

    7

    h-index

  5. GR
    George R. Terrell

    Rice University, United States

    7 publications · 1.2K citations

    7

    h-index

1–5 of 1.4K

Institutions

632

  1. Australian National University

    Canberra, Australia

    19 h-index

    39 publications

    4.5K citations

  2. Centre National de la Recherche Scientifique

    Paris, France

    15 h-index

    32 publications

    921 citations

  3. Carnegie Mellon University

    Pittsburgh, United States

    12 h-index

    39 publications

    2.4K citations

  4. Université Paris Cité

    Paris, France

    12 h-index

    21 publications

    3.4K citations

  5. Georgia Institute of Technology

    Atlanta, United States

    12 h-index

    21 publications

    989 citations

  6. University of California, Berkeley

    Berkeley, United States

    12 h-index

    24 publications

    2K citations

  7. Stanford University

    Stanford, United States

    11 h-index

    20 publications

    10.7K citations

  8. Sorbonne Université

    Paris, France

    10 h-index

    12 publications

    981 citations

1–8 of 632

Venues

  1. The Annals of Statistics

    72 publications · 8.8K citations

    43

    h-index

  2. Journal of the American Statistical Association

    60 publications · 8.6K citations

    38

    h-index

  3. Computational Statistics & Data Analysis

    CSDA · 21 publications · 583 citations

    16

    h-index

  4. Journal of nonparametric statistics

    30 publications · 802 citations

    16

    h-index

  5. arXiv (Cornell University)

    Repository · 22 publications · 3.7K citations

    15

    h-index

1–5