Concepedia

Likelihood Approximation

Likelihood Approximation is a computational method that belongs to the class of statistical techniques used to estimate likelihood functions, distinguished by its reliance on simplifying assumptions or numerical procedures to approximate intractable or complex likelihoods when exact evaluation is impractical.

180

Publications

15.4K

Citations

343

Authors

217

Institutions

Publications per year

2017–2026

36

Parents

Publications

180

Mixture Densities, Maximum Likelihood and the EM Algorithm

Richard A. Redner, Homer F. Walker · SIAM Review · 1984 · 2.7K citations

, , +17

Approximations to the Log-Likelihood Function in the Nonlinear Mixed-Effects Model

José C. Pinheiro, Douglas M. Bates · Journal of Computational and Graphical Statistics · 1995 · 1K citations

, , +11

Constrained Monte Carlo Maximum Likelihood for Dependent Data

Charles J. Geyer, E. A. Thompson · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1992 · 898 citations

, , +16

Correction of logistic regression relative risk estimates and confidence intervals for systematic within‐person measurement error

Bernard Rosner, Walter C. Willett, Donna Spiegelman · Statistics in Medicine · 1989 · 638 citations

, , +16

Approximations to the Log-Likelihood Function in the Nonlinear Mixed-Effects Model

José C. Pinheiro, Douglas M. Bates, José C. Pinheiro · Journal of Computational and Graphical Statistics · 1995 · 444 citations

, , +11

1–5 of 180

Authors

343

  1. CJ
    Charles J. Geyer

    University of Minnesota, United States

    3 publications · 1.2K citations

    3

    h-index

  2. GS
    Govind S. Mudholkar

    University of Rochester, United States

    3 publications · 46 citations

    3

    h-index

  3. OE
    Ole E. Barndorff–Nielsen

    Aarhus University, Denmark

    3 publications · 460 citations

    3

    h-index

  4. JL
    Jens Ledet Jensen

    Aarhus University, Denmark

    3 publications · 117 citations

    3

    h-index

  5. GM
    Geert Molenberghs

    Hasselt University, Belgium

    3 publications · 65 citations

    3

    h-index

1–5 of 343

Institutions

217

  1. Centre National de la Recherche Scientifique

    Paris, France

    7 h-index

    12 publications

    516 citations

  2. Aarhus University

    Aarhus, Denmark

    5 h-index

    5 publications

    557 citations

  3. University of Edinburgh

    Edinburgh, United Kingdom

    4 h-index

    6 publications

    651 citations

  4. Max Planck Institute for Intelligent Systems

    Stuttgart, Germany

    4 h-index

    6 publications

    133 citations

  5. Stanford University

    Stanford, United States

    4 h-index

    4 publications

    334 citations

  6. University of Minnesota

    Minneapolis, United States

    4 h-index

    6 publications

    1.2K citations

  7. National University of Singapore

    Singapore, Singapore

    3 h-index

    5 publications

    99 citations

  8. California Institute of Technology

    Pasadena, United States

    3 h-index

    4 publications

    113 citations

1–8 of 217

Venues

  1. Biometrika

    12 publications · 977 citations

    12

    h-index

  2. Journal of the American Statistical Association

    14 publications · 1.1K citations

    12

    h-index

  3. arXiv (Cornell University)

    Repository · 8 publications · 264 citations

    8

    h-index

  4. Journal of Computational and Graphical Statistics

    JCGS · 6 publications · 1.6K citations

    6

    h-index

  5. The Astrophysical Journal

    ApJ · 5 publications · 182 citations

    5

    h-index

1–5