Concepedia

Multivariate Kernel Density Estimation

Multivariate Kernel Density Estimation is a nonparametric density estimation method that extends univariate kernel density estimation by employing a multivariate kernel function to estimate the joint probability density function of multiple continuous random variables from a sample of multidimensional data.

223

Publications

16.4K

Citations

580

Authors

331

Institutions

Publications per year

2017–2026

63

Variants

Multivariate Kde

Parents

Publications

223

Multivariate Density Estimation, Theory, Practice, and Visualbation

Philip H. Ramsay · Technometrics · 1993 · 2.9K citations

, , +15

<b>ks</b>: Kernel Density Estimation and Kernel Discriminant Analysis for Multivariate Data in<i>R</i>

Tarn Duong · Journal of Statistical Software · 2007 · 589 citations · Full text

, , +14

NONPARAMETRIC ESTIMATORS FOR TIME SERIES

Peter M. Robinson · Journal of Time Series Analysis · 1983 · 571 citations

, , +16

Variable Kernel Estimates of Multivariate Densities

Leo Breiman, William S. Meisel, Edward M. Purcell · Technometrics · 1977 · 474 citations

, , +14

UNIFORM CONVERGENCE RATES FOR KERNEL ESTIMATION WITH DEPENDENT DATA

Bruce E. Hansen · Econometric Theory · 2008 · 470 citations

, , +15

1–5 of 223

Authors

580

  1. TD
    Tarn Duong

    Centre National de la Recherche Scientifique, France

    8 publications · 1.3K citations

    8

    h-index

  2. XZ
    Xibin Zhang

    Monash University, Australia

    5 publications · 314 citations

    5

    h-index

  3. MA
    Muhammad Ahsan

    Sepuluh Nopember Institute of Technology, Indonesia

    4 publications · 128 citations

    4

    h-index

  4. ML
    Maxwell L. King

    Monash University, Australia

    4 publications · 284 citations

    4

    h-index

  5. MM
    Muhammad Mashuri

    Sepuluh Nopember Institute of Technology, Indonesia

    4 publications · 128 citations

    4

    h-index

1–5 of 580

Institutions

331

  1. Centre National de la Recherche Scientifique

    Paris, France

    7 h-index

    13 publications

    305 citations

  2. University of Oxford

    Oxford, United Kingdom

    6 h-index

    14 publications

    287 citations

  3. Australian National University

    Canberra, Australia

    5 h-index

    9 publications

    1.1K citations

  4. Zhejiang University

    Hangzhou, China

    5 h-index

    7 publications

    232 citations

  5. Laboratoire de Mathématiques Blaise Pascal

    Aubière, France

    4 h-index

    5 publications

    147 citations

  6. Sepuluh Nopember Institute of Technology

    Surabaya, Indonesia

    4 h-index

    19 publications

    595 citations

  7. University of Ljubljana

    Ljubljana, Slovenia

    3 h-index

    5 publications

    611 citations

  8. University of Cambridge

    Cambridge, United Kingdom

    3 h-index

    4 publications

    284 citations

1–8 of 331

Venues

  1. Computational Statistics & Data Analysis

    CSDA · 9 publications · 665 citations

    9

    h-index

  2. Journal of nonparametric statistics

    8 publications · 247 citations

    8

    h-index

  3. 5

    h-index

  4. Journal of Multivariate Analysis

    5 publications · 394 citations

    5

    h-index

  5. The Annals of Statistics

    4 publications · 539 citations

    4

    h-index

1–5