Concepedia

Histogram Density Estimation

Histogram Density Estimation is a nonparametric density estimation method that approximates the probability density function of a random variable by partitioning the data space into discrete bins and normalizing the bin counts to form a piecewise constant density function.

97

Publications

7.9K

Citations

217

Authors

105

Institutions

Publications per year

2017–2026

11

Parents

Publications

97

Multivariate Density Estimation, Theory, Practice, and Visualbation

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

, , +15

Biased and Unbiased Cross-Validation in Density Estimation

David W. Scott, George R. Terrell · Journal of the American Statistical Association · 1987 · 463 citations

, , +16

Optimal Histograms with Quality Guarantees

H. V. Jagadish, Nick Koudas, S. Muthukrishnan et al. · 1998 · 382 citations

, , +6

Averaged Shifted Histograms: Effective Nonparametric Density Estimators in Several Dimensions

David W. Scott · The Annals of Statistics · 1985 · 277 citations · Full text

, , +14

Density Estimation with Confidence Sets Exemplified by Superclusters and Voids in the Galaxies

Kathryn Roeder · Journal of the American Statistical Association · 1990 · 231 citations

, , +13

1–5 of 97

Authors

217

  1. DW
    David W. Scott

    Rice University, United States

    6 publications · 1.1K citations

    6

    h-index

  2. LG
    László Györfi

    Budapest Institute, Hungary

    4 publications · 89 citations

    4

    h-index

  3. JV
    John Van Ryzin

    University of Wisconsin–Milwaukee, United States

    4 publications · 173 citations

    4

    h-index

  4. PH
    Peter Hall

    Australian National University, Australia

    3 publications · 133 citations

    3

    h-index

  5. JB
    Jan Beirlant

    KU Leuven, Belgium

    3 publications · 64 citations

    3

    h-index

1–5 of 217

Institutions

105

  1. Rice University

    Houston, United States

    5 h-index

    5 publications

    811 citations

  2. Yale University

    New Haven, United States

    4 h-index

    4 publications

    344 citations

  3. Australian National University

    Canberra, Australia

    3 h-index

    5 publications

    223 citations

  4. University of Wisconsin–Madison

    Madison, United States

    3 h-index

    3 publications

    218 citations

  5. University of California San Diego

    San Diego, United States

    3 h-index

    6 publications

    324 citations

  6. KU Leuven

    Leuven, Belgium

    3 h-index

    4 publications

    76 citations

  7. Centre National de la Recherche Scientifique

    Paris, France

    2 h-index

    2 publications

    164 citations

  8. Tsinghua University

    Beijing, China

    2 h-index

    6 publications

    231 citations

1–8 of 105

Venues

  1. Journal of the American Statistical Association

    9 publications · 1.1K citations

    9

    h-index

  2. The Annals of Statistics

    6 publications · 623 citations

    6

    h-index

  3. 3

    h-index

  4. Neural Information Processing Systems

    Conference · 3 publications · 61 citations

    3

    h-index

  5. Communications in Statistics

    2 publications · 103 citations

    2

    h-index

1–5