Concepedia

Density Derivative Estimation

Density Derivative Estimation is a statistical methodology within nonparametric density estimation that specifically targets the estimation of derivatives of a probability density function, distinguishing itself by characterizing the rate of change of density rather than the density itself, typically using kernel-based or local polynomial techniques.

95

Publications

5.4K

Citations

142

Authors

93

Institutions

Publications per year

2017–2026

10

Parents

Publications

95

A tutorial on kernel density estimation and recent advances

Yen‐Chi Chen · Biostatistics & Epidemiology · 2017 · 790 citations

, , +16

Weak and Strong Uniform Consistency of the Kernel Estimate of a Density and its Derivatives

Bernard W. Silverman · The Annals of Statistics · 1978 · 346 citations · Full text

, , +12

Estimation of integrated squared density derivatives

Peter A. Hall, J. S. Marron · Statistics & Probability Letters · 1987 · 290 citations

, , +6

Estimation of a Probability Density Function and Its Derivatives

Eugene F. Schuster · The Annals of Mathematical Statistics · 1969 · 217 citations · Full text

, , +11

Smooth Optimum Kernel Estimators of Densities, Regression Curves and Modes

Hans‐Georg Müller · The Annals of Statistics · 1984 · 162 citations · Full text

, , +15

1–5 of 95

Authors

142

  1. RS
    R. S. Singh

    University of Guelph, Canada

    6 publications · 197 citations

    6

    h-index

  2. MC
    M. C. Jones

    The Open University, United Kingdom

    5 publications · 457 citations

    5

    h-index

  3. TD
    Tarn Duong

    Centre National de la Recherche Scientifique, France

    4 publications · 261 citations

    4

    h-index

  4. JE
    José E. Chacón

    Universidad de Extremadura, Spain

    3 publications · 240 citations

    3

    h-index

  5. JE
    Joachim Engel

    Ludwigsburg University of Education, Germany

    3 publications · 112 citations

    3

    h-index

1–5 of 142

Institutions

93

  1. The Open University

    Milton Keynes, United Kingdom

    7 h-index

    8 publications

    547 citations

  2. University of Guelph

    Guelph, Canada

    5 h-index

    5 publications

    166 citations

  3. Australian National University

    Canberra, Australia

    4 h-index

    6 publications

    742 citations

  4. University of Maryland, College Park

    College Park, United States

    4 h-index

    6 publications

    485 citations

  5. Massachusetts Institute of Technology

    Cambridge, United States

    4 h-index

    11 publications

    261 citations

  6. Universidad de Extremadura

    Badajoz, Spain

    3 h-index

    3 publications

    240 citations

  7. University of Washington

    Seattle, United States

    3 h-index

    3 publications

    868 citations

  8. University of Bonn

    Bonn, Germany

    3 h-index

    3 publications

    175 citations

1–8 of 93

Venues

  1. The Annals of Statistics

    10 publications · 795 citations

    10

    h-index

  2. 5

    h-index

  3. Journal of Multivariate Analysis

    5 publications · 157 citations

    5

    h-index

  4. 4

    h-index

  5. Statistics & Probability Letters

    4 publications · 507 citations

    4

    h-index

1–5