Concepedia

Marginal Likelihood Estimation

Marginal Likelihood Estimation is a statistical inference method that belongs to the class of likelihood-based evaluation techniques, specifically defined by its computation of the probability of observed data under a given model by integrating the likelihood function over the entire parameter space with respect to the prior distribution.

723

Publications

77.8K

Citations

1.3K

Authors

619

Institutions

Publications per year

2017–2026

194

Variants

Model Evidence Estimation

Parents

Publications

723

Fast Stable Restricted Maximum Likelihood and Marginal Likelihood Estimation of Semiparametric Generalized Linear Models

Simon N. Wood · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2010 · 7.6K citations · Full text

, , +15

Approximate Inference in Generalized Linear Mixed Models

N. E. Breslow, David Clayton · Journal of the American Statistical Association · 1993 · 4.2K citations

, , +16

Generalized Additive Models

Trevor Hastie, Robert Tibshirani · Statistical Science · 1986 · 3.4K citations

, , +16

Marginal Maximum Likelihood Estimation of Item Parameters: Application of an EM Algorithm

R. Darrell Bock, Murray Aitkin · Psychometrika · 1981 · 2.3K citations

, , +13

Partial likelihood

D. R. Cox · Biometrika · 1975 · 2.3K citations

, , +15

1–5 of 723

Authors

1.3K

  1. SC
    Siddhartha Chib

    Washington University in St. Louis, United States

    8 publications · 3.6K citations

    8

    h-index

  2. AG
    Andrew Gordon Wilson

    Cornell University, United States

    7 publications · 302 citations

    7

    h-index

  3. ZG
    Zoubin Ghahramani

    University of Cambridge, United Kingdom

    7 publications · 844 citations

    7

    h-index

  4. CE
    Carl Edward Rasmussen

    University of Cambridge, United Kingdom

    7 publications · 705 citations

    7

    h-index

  5. GP
    Gianluigi Pillonetto

    University of Padua, Italy

    7 publications · 427 citations

    7

    h-index

1–5 of 1.3K

Institutions

619

  1. University College London

    London, United Kingdom

    17 h-index

    44 publications

    4.9K citations

  2. University of Washington

    Seattle, United States

    15 h-index

    32 publications

    9.3K citations

  3. University of Cambridge

    Cambridge, United Kingdom

    14 h-index

    33 publications

    2K citations

  4. University of Amsterdam

    Amsterdam, The Netherlands

    13 h-index

    37 publications

    3.2K citations

  5. UNSW Sydney

    Sydney, Australia

    12 h-index

    17 publications

    1.2K citations

  6. University of California, Berkeley

    Berkeley, United States

    12 h-index

    21 publications

    1K citations

  7. Imperial College London

    London, United Kingdom

    11 h-index

    12 publications

    3.8K citations

  8. Washington University in St. Louis

    St Louis, United States

    11 h-index

    17 publications

    5.1K citations

1–8 of 619

Venues

  1. arXiv (Cornell University)

    Repository · 80 publications · 3K citations

    28

    h-index

  2. Journal of the American Statistical Association

    37 publications · 12.1K citations

    25

    h-index

  3. Applied Psychological Measurement

    25 publications · 2.1K citations

    20

    h-index

  4. Biometrika

    18 publications · 3.7K citations

    18

    h-index

  5. Biometrics

    17 publications · 2.7K citations

    14

    h-index

1–5