Concepedia

Multivariate Density Estimation

Multivariate Density Estimation is a statistical methodology that models the joint probability distribution of multiple continuous random variables to infer the underlying density structure in multidimensional space.

380

Publications

58.1K

Citations

703

Authors

410

Institutions

Publications per year

2017–2026

44

Parents

Publications

380

Applied Multivariate Statistical Analysis.

Andrea Johnson, Dean W. Wichern · Biometrics · 1988 · 11.4K citations

, , +16

Model-Based Clustering, Discriminant Analysis, and Density Estimation

Chris Fraley, Adrian E. Raftery · Journal of the American Statistical Association · 2002 · 4.3K citations

, , +16

Density Estimation for Statistics and Data Analysis

Khosrow Dehnad, Bernard W. Silverman · Technometrics · 1987 · 3.8K citations

, , +11

mclust 5: Clustering, Classification and Density Estimation Using Gaussian Finite Mixture Models

Luca Scrucca, Michael Fop, Thomas Brendan Murphy · The R Journal · 2016 · 3K citations · Full text

, , +17

Multivariate Density Estimation, Theory, Practice, and Visualbation

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

, , +15

1–5 of 380

Authors

703

  1. DW
    David W. Scott

    Rice University, United States

    7 publications · 1.6K citations

    7

    h-index

  2. TD
    Tarn Duong

    Centre National de la Recherche Scientifique, France

    6 publications · 654 citations

    6

    h-index

  3. JK
    Jussi Klemelä

    University of Mannheim, Germany

    6 publications · 144 citations

    6

    h-index

  4. AO
    Alfred O. Hero

    University of Michigan, United States

    5 publications · 404 citations

    5

    h-index

  5. JA
    Jose A. Costa

    University of Michigan, United States

    4 publications · 343 citations

    4

    h-index

1–5 of 703

Institutions

410

  1. Sorbonne Université

    Paris, France

    8 h-index

    10 publications

    320 citations

  2. Centre National de la Recherche Scientifique

    Paris, France

    8 h-index

    17 publications

    436 citations

  3. Stanford University

    Stanford, United States

    8 h-index

    13 publications

    907 citations

  4. University of Washington

    Seattle, United States

    8 h-index

    12 publications

    4.1K citations

  5. University of California San Diego

    San Diego, United States

    6 h-index

    9 publications

    860 citations

  6. Australian National University

    Canberra, Australia

    6 h-index

    8 publications

    1.3K citations

  7. University of Michigan

    Ann Arbor, United States

    6 h-index

    11 publications

    1.2K citations

  8. Laboratoire de Statistique Théorique et Appliquée

    Paris, France

    5 h-index

    5 publications

    165 citations

1–8 of 410

Venues

  1. Journal of the American Statistical Association

    28 publications · 7.3K citations

    22

    h-index

  2. The Annals of Statistics

    18 publications · 1.9K citations

    18

    h-index

  3. Journal of Multivariate Analysis

    20 publications · 1.7K citations

    17

    h-index

  4. Computational Statistics & Data Analysis

    CSDA · 15 publications · 816 citations

    13

    h-index

  5. Biometrika

    10 publications · 2.3K citations

    10

    h-index

1–5