Concepedia

Kernel Smoothing

Kernel Smoothing is a nonparametric density estimation method that belongs to the class of spatial smoothing techniques, distinguished by its use of a kernel function to assign weighted contributions to nearby observations in order to estimate the underlying probability density function at a given point in space.

692

Publications

83.5K

Citations

1.3K

Authors

658

Institutions

Publications per year

2017–2026

95

Parents

Publications

692

Mean shift: a robust approach toward feature space analysis

Dorin Comaniciu, Peter Meer · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2002 · 11.4K citations

, , +15

Adapting to Unknown Smoothness via Wavelet Shrinkage

David L. Donoho, Iain M. Johnstone · Journal of the American Statistical Association · 1995 · 4.3K citations

, , +15

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

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

, , +16

Applied nonparametric regression

Choice Reviews Online · 1991 · 2.6K citations

, , +15

Kernel density estimation via diffusion

Zdravko I. Botev, Joseph F. Grotowski, Dirk P. Kroese · Queensland's institutional digital repository (The University of Queensland) · 2010 · 1.8K citations

, , +16

1–5 of 692

Authors

1.3K

  1. MC
    M. C. Jones

    The Open University, United Kingdom

    11 publications · 1.9K citations

    11

    h-index

  2. JS
    J. S. Marron

    University of North Carolina at Chapel Hill, United States

    9 publications · 852 citations

    9

    h-index

  3. WK
    Wolfgang Karl Härdle

    Humboldt-Universität zu Berlin, Germany

    10 publications · 1.6K citations

    9

    h-index

  4. EM
    Enno Mammen

    Heidelberg University, Germany

    8 publications · 409 citations

    8

    h-index

  5. MP
    M. P. Wand

    UNSW Sydney, Australia

    8 publications · 929 citations

    8

    h-index

1–5 of 1.3K

Institutions

658

  1. Texas A&M University

    College Station, United States

    14 h-index

    22 publications

    1.4K citations

  2. The Open University

    Milton Keynes, United Kingdom

    13 h-index

    18 publications

    3.2K citations

  3. Rice University

    Houston, United States

    12 h-index

    17 publications

    1.9K citations

  4. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    12 h-index

    12 publications

    2.5K citations

  5. Cornell University

    Ithaca, United States

    12 h-index

    12 publications

    1.1K citations

  6. Columbia University

    New York, United States

    10 h-index

    15 publications

    1.7K citations

  7. Centre National de la Recherche Scientifique

    Paris, France

    10 h-index

    21 publications

    621 citations

  8. Johns Hopkins University

    Baltimore, United States

    9 h-index

    13 publications

    1.1K citations

1–8 of 658

Venues

  1. Journal of the American Statistical Association

    64 publications · 14.6K citations

    42

    h-index

  2. The Annals of Statistics

    44 publications · 8.4K citations

    36

    h-index

  3. Journal of nonparametric statistics

    29 publications · 923 citations

    17

    h-index

  4. 15

    h-index

  5. Biometrika

    16 publications · 2.1K citations

    13

    h-index

1–5