Concepedia

Adaptive Kernel Density Estimation

Adaptive Kernel Density Estimation is a variant of kernel density estimation that employs a spatially varying bandwidth, adjusting the smoothing parameter locally according to the underlying data density, thereby improving estimation accuracy in regions of varying sample sparsity or concentration.

187

Publications

19.8K

Citations

495

Authors

290

Institutions

Publications per year

2017–2026

48

Variants

Variable Bandwidth Kernel Density Estimation

Parents

Publications

187

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

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

, , +16

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

An Evaluation of the Accuracy of Kernel Density Estimators for Home Range Analysis

D. E. Seaman, Roger A. Powell · Ecology · 1996 · 1.7K citations

, , +16

Kernel density estimation via diffusion

The Annals of Statistics · 2010 · 1.6K citations · Full text

, , +16

A Smoothed Backbone-Dependent Rotamer Library for Proteins Derived from Adaptive Kernel Density Estimates and Regressions

Maxim V. Shapovalov, Roland L. Dunbrack · Structure · 2011 · 1.1K citations

, , +15

1–5 of 187

Authors

495

  1. DW
    David W. Scott

    Rice University, United States

    6 publications · 1.3K citations

    6

    h-index

  2. TM
    Tilman M. Davies

    University of Otago, New Zealand

    4 publications · 174 citations

    4

    h-index

  3. ML
    Martin L. Hazelton

    Massey University, New Zealand

    4 publications · 184 citations

    4

    h-index

  4. PR
    Peter Reinartz

    Deutsches Zentrum für Luft- und Raumfahrt e. V. (DLR), Germany

    3 publications · 44 citations

    3

    h-index

  5. SR
    Stephan R. Sain

    NSF National Center for Atmospheric Research, United States

    3 publications · 186 citations

    3

    h-index

1–5 of 495

Institutions

290

  1. Centre National de la Recherche Scientifique

    Paris, France

    7 h-index

    11 publications

    250 citations

  2. Deutsches Zentrum für Luft- und Raumfahrt e. V. (DLR)

    Cologne, Germany

    5 h-index

    7 publications

    102 citations

  3. University of Washington

    Seattle, United States

    4 h-index

    6 publications

    249 citations

  4. University of Connecticut

    Storrs, United States

    4 h-index

    5 publications

    302 citations

  5. Rice University

    Houston, United States

    4 h-index

    4 publications

    316 citations

  6. Technische Universität Darmstadt

    Darmstadt, Germany

    4 h-index

    8 publications

    352 citations

  7. Shiraz University

    Shiraz, Iran

    3 h-index

    7 publications

    335 citations

  8. Southern Methodist University

    Dallas, United States

    3 h-index

    3 publications

    189 citations

1–8 of 290

Venues

  1. The Annals of Statistics

    8 publications · 3.6K citations

    8

    h-index

  2. 7

    h-index

  3. International Journal of Health Geographics

    5 publications · 258 citations

    5

    h-index

  4. Journal of Computational and Graphical Statistics

    JCGS · 4 publications · 223 citations

    4

    h-index

  5. 3

    h-index

1–5