Concepedia

Conditional Density Estimation

Conditional Density Estimation is a probabilistic modeling task that belongs to the class of density estimation methods, distinguished by its focus on estimating the probability distribution of a target variable given the observed values of input or conditioning variables.

679

Publications

43.7K

Citations

1.3K

Authors

607

Institutions

Publications per year

2017–2026

108

Parents

Publications

679

Density Estimation for Statistics and Data Analysis

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

, , +11

Density Estimation for Statistics and Data Analysis

Khosrow Dehnad · Technometrics · 1987 · 1.7K citations

, , +11

Autoregressive Conditional Density Estimation

Bruce E. Hansen · International Economic Review · 1994 · 1.6K citations

, , +17

Probability Density Decomposition for Conditionally Dependent Random Variables Modeled by Vines

Tim Bedford, Roger Cooke · Annals of Mathematics and Artificial Intelligence · 2001 · 933 citations

, , +10

A density-based method for adaptive LDA model selection

Juan Cao, Tian Xia, Jintao Li et al. · Neurocomputing · 2008 · 863 citations

, , +11

1–5 of 679

Authors

1.3K

  1. AL
    Ali Laksaci

    Université Djilali de Sidi Bel Abbès, Algeria

    8 publications · 287 citations

    8

    h-index

  2. BC
    Barry C. Arnold

    University of California, Riverside, United States

    8 publications · 737 citations

    8

    h-index

  3. MR
    Mustapha Rachdi

    Université Grenoble Alpes, France

    6 publications · 192 citations

    6

    h-index

  4. DB
    David B. Dunson

    Duke University, United States

    6 publications · 341 citations

    6

    h-index

  5. RI
    Rafael Izbicki

    Universidade Federal de São Carlos, Brazil

    5 publications · 181 citations

    5

    h-index

1–5 of 1.3K

Institutions

607

  1. Centre National de la Recherche Scientifique

    Paris, France

    15 h-index

    32 publications

    1.6K citations

  2. Carnegie Mellon University

    Pittsburgh, United States

    14 h-index

    40 publications

    2.2K citations

  3. Duke University

    Durham, United States

    12 h-index

    30 publications

    2.1K citations

  4. Laboratoire de Mathématiques d'Orsay

    Orsay, France

    12 h-index

    20 publications

    711 citations

  5. Imperial College London

    London, United Kingdom

    11 h-index

    16 publications

    881 citations

  6. Stanford University

    Stanford, United States

    10 h-index

    14 publications

    1.7K citations

  7. Université Paris Cité

    Paris, France

    10 h-index

    12 publications

    599 citations

  8. The University of Texas at Austin

    Austin, United States

    10 h-index

    14 publications

    688 citations

1–8 of 607

Venues

  1. arXiv (Cornell University)

    Repository · 31 publications · 885 citations

    17

    h-index

  2. Journal of the American Statistical Association

    19 publications · 2.1K citations

    16

    h-index

  3. Communication in Statistics- Theory and Methods

    14 publications · 267 citations

    12

    h-index

  4. Computational Statistics & Data Analysis

    CSDA · 13 publications · 613 citations

    12

    h-index

  5. IEEE Transactions on Information Theory

    12 publications · 591 citations

    12

    h-index

1–5