Concepedia

Parametric Density Estimation

Parametric Density Estimation is a density estimation method that assumes a fixed functional form for the probability density function, characterized by a finite number of parameters, and estimates these parameters from the data to model the underlying distribution.

137

Publications

10.4K

Citations

277

Authors

167

Institutions

Publications per year

2017–2026

14

Parents

Publications

137

Targeted Maximum Likelihood Learning

Mark J. van der Laan, Daniel B. Rubin · The International Journal of Biostatistics · 2006 · 838 citations · Full text

, , +16

Minimum Hellinger Distance Estimates for Parametric Models

Rudolf Beran · The Annals of Statistics · 1977 · 756 citations · Full text

, , +15

Latent Space Autoregression for Novelty Detection

Davide Abati, Angelo Porrello, Simone Calderara et al. · 2019 · 502 citations · Full text

, , +16

Estimation of multivariate models for time series of possibly different lengths

Andrew J. Patton · Journal of Applied Econometrics · 2006 · 428 citations

, , +15

Locally parametric nonparametric density estimation

Nils Lid Hjort, M. C. Jones · The Annals of Statistics · 1996 · 323 citations · Full text

, , +16

1–5 of 137

Authors

277

  1. JS
    J. S. Marron

    University of North Carolina at Chapel Hill, United States

    6 publications · 677 citations

    6

    h-index

  2. NL
    Nils Lid Hjort

    University of Oslo, Norway

    4 publications · 675 citations

    4

    h-index

  3. QY
    Qiwei Yao

    London School of Economics and Political Science, United Kingdom

    3 publications · 188 citations

    3

    h-index

  4. DR
    David Ruppert

    Cornell University, United States

    3 publications · 602 citations

    3

    h-index

  5. IK
    Ingrid K. Glad

    University of Oslo, Norway

    2 publications · 336 citations

    2

    h-index

1–5 of 277

Institutions

167

  1. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    6 h-index

    10 publications

    733 citations

  2. Stanford University

    Stanford, United States

    6 h-index

    8 publications

    729 citations

  3. Cornell University

    Ithaca, United States

    4 h-index

    4 publications

    640 citations

  4. University of Wisconsin–Madison

    Madison, United States

    3 h-index

    4 publications

    189 citations

  5. Georgia Institute of Technology

    Atlanta, United States

    3 h-index

    4 publications

    108 citations

  6. Monash University

    Melbourne, Australia

    3 h-index

    4 publications

    189 citations

  7. University of Michigan

    Ann Arbor, United States

    3 h-index

    3 publications

    308 citations

  8. University of Oslo

    Oslo, Norway

    3 h-index

    6 publications

    834 citations

1–8 of 167

Venues

  1. Journal of the American Statistical Association

    14 publications · 966 citations

    13

    h-index

  2. The Annals of Statistics

    11 publications · 2.2K citations

    11

    h-index

  3. Journal of nonparametric statistics

    8 publications · 236 citations

    8

    h-index

  4. Journal of Statistical Computation and Simulation

    JSCS · 4 publications · 186 citations

    4

    h-index

  5. arXiv (Cornell University)

    Repository · 4 publications · 81 citations

    4

    h-index

1–5