Concepedia

Bandwidth Matrix Estimation

Bandwidth Matrix Estimation is a statistical methodology within nonparametric density estimation that determines the optimal smoothing matrix to govern the scale and orientation of the kernel function in multivariate Kernel Density Estimation, balancing bias and variance in the density approximation.

21

Publications

1.1K

Citations

39

Authors

32

Institutions

Publications per year

2017–2026

3

Parents

Publications

21

Plug-in bandwidth matrices for bivariate kernel density estimation

Tarn Duong, Martin L. Hazelton · Journal of nonparametric statistics · 2003 · 301 citations

, , +14

Asymptotics for general multivariate kernel density derivative estimators

José E. Chacón, Tarn Duong, M. P. Wand · Statistica Sinica · 2011 · 145 citations

, , +14

Multivariate plug-in bandwidth selection with unconstrained pilot bandwidth matrices

José E. Chacón, Tarn Duong · Test · 2009 · 131 citations

, , +7

Bayesian estimation of adaptive bandwidth matrices in multivariate kernel density estimation

Nabil Zougab, Smaïl Adjabi, Célestin C. Kokonendji · Computational Statistics & Data Analysis · 2014 · 66 citations

, , +14

Convergence rates for unconstrained bandwidth matrix selectors in multivariate kernel density estimation

Tarn Duong, Martin L. Hazelton · Journal of Multivariate Analysis · 2004 · 62 citations

, , +12

1–5 of 21

Authors

39

  1. TD
    Tarn Duong

    Centre National de la Recherche Scientifique, France

    5 publications · 667 citations

    5

    h-index

  2. JE
    José E. Chacón

    Universidad de Extremadura, Spain

    4 publications · 336 citations

    4

    h-index

  3. CC
    Célestin C. Kokonendji

    Centre National de la Recherche Scientifique, France

    3 publications · 95 citations

    3

    h-index

  4. NZ
    Nabil Zougab

    University of Béjaïa, Algeria

    2 publications · 80 citations

    2

    h-index

  5. RJ
    Rob J. Hyndman

    Monash University, Australia

    2 publications · 40 citations

    2

    h-index

1–5 of 39

Institutions

32

  1. Universidad de Extremadura

    Badajoz, Spain

    4 h-index

    5 publications

    364 citations

  2. Centre National de la Recherche Scientifique

    Paris, France

    3 h-index

    3 publications

    95 citations

  3. Laboratoire de Mathématiques de Besançon

    Besançon, France

    3 h-index

    3 publications

    95 citations

  4. Institut Curie

    Paris, France

    2 h-index

    3 publications

    201 citations

  5. The University of Western Australia

    Perth, Australia

    2 h-index

    4 publications

    726 citations

  6. University of Béjaïa

    Béjaïa, Algeria

    2 h-index

    5 publications

    174 citations

  7. Mouloud Mammeri University of Tizi-Ouzou

    Tizi Ouzou, Algeria

    2 h-index

    2 publications

    80 citations

  8. Institut Pasteur

    Paris, France

    2 h-index

    2 publications

    276 citations

1–8 of 32

Venues

  1. Computational Statistics & Data Analysis

    CSDA · 2 publications · 87 citations

    2

    h-index

  2. Statistica Sinica

    1 publications · 145 citations

    1

    h-index

  3. Wireless Personal Communications

    1 publications · 60 citations

    1

    h-index

  4. Wildlife Research

    1 publications · 39 citations

    1

    h-index

  5. 1

    h-index

1–5