Concepedia

Variable Bandwidth Estimation

Variable Bandwidth Estimation is a kernel density estimation method that employs a spatially adaptive bandwidth, distinguishing itself from fixed bandwidth methods by allowing the smoothing parameter to vary according to the local density or position of data points.

61

Publications

5.6K

Citations

127

Authors

79

Institutions

Publications per year

2017–2026

4

Variants

Adaptive Bandwidth Estimation

Parents

Publications

61

Variable Kernel Density Estimation

George R. Terrell, David W. Scott · The Annals of Statistics · 1992 · 913 citations · Full text

, , +16

On Bandwidth Variation in Kernel Estimates-A Square Root Law

Ian Abramson · The Annals of Statistics · 1982 · 643 citations · Full text

, , +14

Variable Bandwidth and Local Linear Regression Smoothers

Jianqing Fan, Irène Gijbels · The Annals of Statistics · 1992 · 638 citations · Full text

, , +16

The variable bandwidth mean shift and data-driven scale selection

Dorin Comaniciu, Peter Meer · 2002 · 422 citations

, , +13

An algorithm for data-driven bandwidth selection

Dorin Comaniciu · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2003 · 338 citations

, , +13

1–5 of 61

Authors

127

  1. DW
    David W. Scott

    Rice University, United States

    3 publications · 1.1K citations

    3

    h-index

  2. NZ
    Nabil Zougab

    University of Béjaïa, Algeria

    3 publications · 59 citations

    3

    h-index

  3. BJ
    Ben Jann

    Max Planck Institute of Immunobiology and Epigenetics, Germany

    2 publications · 25 citations

    2

    h-index

  4. EM
    Enno Mammen

    Heidelberg University, Germany

    2 publications · 302 citations

    2

    h-index

  5. MY
    Murali Yeddanapudi

    University of Connecticut, United States

    2 publications · 125 citations

    2

    h-index

1–5 of 127

Institutions

79

  1. University of Connecticut

    Storrs, United States

    3 h-index

    6 publications

    282 citations

  2. University of Béjaïa

    Béjaïa, Algeria

    3 h-index

    6 publications

    130 citations

  3. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    2 h-index

    2 publications

    127 citations

  4. Princeton University

    Princeton, United States

    2 h-index

    4 publications

    773 citations

  5. Southern Methodist University

    Dallas, United States

    2 h-index

    2 publications

    165 citations

  6. Heidelberg University

    Heidelberg, Germany

    2 h-index

    2 publications

    125 citations

  7. Université de Franche-Comté

    Besançon, France

    2 h-index

    2 publications

    33 citations

  8. Rice University

    Houston, United States

    2 h-index

    2 publications

    165 citations

1–8 of 79

Venues

  1. The Annals of Statistics

    9 publications · 2.8K citations

    9

    h-index

  2. Statistics & Probability Letters

    6 publications · 126 citations

    6

    h-index

  3. 2

    h-index

  4. Computer Communications

    2 publications · 87 citations

    2

    h-index

  5. Biometrika

    2 publications · 160 citations

    2

    h-index

1–5