Concepedia

Plug-in Bandwidth Selection

Plug-In Bandwidth Selection is a bandwidth selection method in spatial density estimation that belongs to the class of plug-in approaches by explicitly estimating the optimal smoothing parameter through substitution of a pilot estimate of the density function and its derivatives into an asymptotic approximation of the mean integrated squared error.

53

Publications

9.4K

Citations

89

Authors

56

Institutions

Publications per year

2017–2026

3

Parents

Publications

53

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

Kernel density estimation via diffusion

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

, , +16

A Brief Survey of Bandwidth Selection for Density Estimation

M. C. Jones, J. S. Marron, Simon J. Sheather · Journal of the American Statistical Association · 1996 · 1.2K citations

, , +13

An Effective Bandwidth Selector for Local Least Squares Regression

David Ruppert, Simon J. Sheather, M. P. Wand · Journal of the American Statistical Association · 1995 · 804 citations

, , +16

Comparison of Data-Driven Bandwidth Selectors

Byeong U. Park, J. S. Marron · Journal of the American Statistical Association · 1990 · 488 citations

, , +12

1–5 of 53

Authors

89

  1. MP
    M. P. Wand

    UNSW Sydney, Australia

    4 publications · 1.3K citations

    4

    h-index

  2. SJ
    Simon J. Sheather

    UNSW Sydney, Australia

    4 publications · 2.5K citations

    4

    h-index

  3. JE
    José E. Chacón

    Universidad de Extremadura, Spain

    4 publications · 188 citations

    4

    h-index

  4. DR
    David Ruppert

    Cornell University, United States

    4 publications · 1K citations

    4

    h-index

  5. JS
    J. S. Marron

    University of North Carolina at Chapel Hill, United States

    3 publications · 1.7K citations

    3

    h-index

1–5 of 89

Institutions

56

  1. Universidade da Coruña

    A Coruña, Spain

    5 h-index

    10 publications

    233 citations

  2. UNSW Sydney

    Sydney, Australia

    5 h-index

    7 publications

    3.5K citations

  3. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    4 h-index

    4 publications

    2.2K citations

  4. Cornell University

    Ithaca, United States

    4 h-index

    4 publications

    1K citations

  5. Universidad de Extremadura

    Badajoz, Spain

    4 h-index

    8 publications

    256 citations

  6. Australian Federation of Graduate Women New South Wales

    Sydney, Australia

    3 h-index

    4 publications

    3.2K citations

  7. Australian National University

    Canberra, Australia

    3 h-index

    5 publications

    366 citations

  8. Iowa State University

    Ames, United States

    3 h-index

    3 publications

    116 citations

1–8 of 56

Venues

  1. Journal of the American Statistical Association

    12 publications · 3.3K citations

    12

    h-index

  2. The Annals of Statistics

    7 publications · 2.4K citations

    7

    h-index

  3. Journal of nonparametric statistics

    6 publications · 425 citations

    6

    h-index

  4. 4

    h-index

  5. Journal of Statistical Computation and Simulation

    JSCS · 3 publications · 132 citations

    3

    h-index

1–5