Concepedia

Log-concave Density Estimation

Log-Concave Density Estimation is a nonparametric density estimation method that restricts the class of admissible densities to those whose logarithm is a concave function, thereby ensuring unimodality and structural smoothness without assuming a specific parametric form.

113

Publications

7.4K

Citations

169

Authors

103

Institutions

Publications per year

2017–2026

21

Parents

Publications

113

Nonparametric Density Estimation: The L 1 View.

James R. Thompson, Luc Devroye, László Györfi · Journal of the American Statistical Association · 1987 · 804 citations

, , +11

Nonparametric Density Estimation: The L 1 View.

Charles Taylor, Luc Devroye, László Györfi · Journal of the Royal Statistical Society Series A (General) · 1985 · 745 citations

, , +11

On Non-Parametric Estimates of Density Functions and Regression Curves

É. A. Nadaraya · Theory of Probability and Its Applications · 1965 · 699 citations

, , +14

Theoretical Guarantees for Approximate Sampling from Smooth and Log-Concave Densities

Arnak S. Dalalyan · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2016 · 324 citations · Full text

, , +13

Maximum Likelihood Estimation of a Multi-Dimensional Log-Concave Density

Madeleine Cule, Richard J. Samworth, Michael Stewart · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2010 · 216 citations

, , +17

1–5 of 113

Authors

169

  1. RJ
    Richard J. Samworth

    University of Cambridge, United Kingdom

    9 publications · 547 citations

    9

    h-index

  2. KR
    Kaspar Rufibach

    University of Zurich, Switzerland

    8 publications · 489 citations

    8

    h-index

  3. LD
    Lutz Dümbgen

    University of Bern, Switzerland

    4 publications · 342 citations

    4

    h-index

  4. LD
    Luc Devroye

    McGill University, Canada

    4 publications · 1.7K citations

    4

    h-index

  5. MC
    Madeleine Cule

    University of Westminster, United Kingdom

    4 publications · 390 citations

    4

    h-index

1–5 of 169

Institutions

103

  1. University of Washington

    Seattle, United States

    7 h-index

    12 publications

    766 citations

  2. University of Bern

    Bern, Switzerland

    5 h-index

    9 publications

    656 citations

  3. University of Zurich

    Zurich, Switzerland

    5 h-index

    8 publications

    660 citations

  4. University of California, Berkeley

    Berkeley, United States

    5 h-index

    14 publications

    889 citations

  5. University of Cambridge

    Cambridge, United Kingdom

    5 h-index

    9 publications

    967 citations

  6. Aarhus University

    Aarhus, Denmark

    3 h-index

    4 publications

    73 citations

  7. Laboratoire d’Analyse et de Mathématiques Appliquées

    Champs-sur-Marne, France

    3 h-index

    3 publications

    141 citations

  8. Université Paris Cité

    Paris, France

    3 h-index

    4 publications

    59 citations

1–8 of 103

Venues

  1. arXiv (Cornell University)

    Repository · 13 publications · 403 citations

    11

    h-index

  2. The Annals of Statistics

    9 publications · 357 citations

    8

    h-index

  3. IEEE Transactions on Information Theory

    6 publications · 222 citations

    6

    h-index

  4. Statistics & Probability Letters

    5 publications · 94 citations

    5

    h-index

  5. Computational Statistics & Data Analysis

    CSDA · 5 publications · 302 citations

    5

    h-index

1–5