Concepedia

Log-likelihood Functions

Log-Likelihood Functions is a mathematical function that belongs to the class of likelihood-based statistical functions, distinguished by being the natural logarithm of the likelihood function, thereby transforming products of probabilities into sums for analytical and computational convenience in parameter estimation and inference.

1.4K

Publications

130.5K

Citations

3.6K

Authors

1.1K

Institutions

Publications per year

2017–2026

299

Variants

Log-likelihoodLog-likelihood Function

Parents

Publications

1.4K

Techniques for Testing the Constancy of Regression Relationships Over Time

R. L. Brown, J. Durbin, Jessica Evans · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1975 · 5K citations

, , +16

Generalized Linear Models (2nd ed.).

Terry M. Therneau, Peter McCullagh, J. A. Nelder · Journal of the American Statistical Association · 1993 · 5K citations

, , +16

Model Selection and Inference: A Practical Information-Theoretic Approach

Robert L. Strawderman, Kenneth P. Burnham, David R. Anderson · Journal of the American Statistical Association · 2000 · 4.2K citations · Full text

, , +15

Dropout as a Bayesian Approximation: Representing Model Uncertainty in\n Deep Learning

Yarin Gal, Zoubin Ghahramani · arXiv (Cornell University) · 2015 · 4.2K citations · Full text

, , +15

Quasi-maximum likelihood estimation and inference in dynamic models with time-varying covariances

Tim Bollerslev, Jeffrey M. Wooldridge · Econometric Reviews · 1992 · 3.3K citations

, , +16

1–5 of 1.4K

Authors

3.6K

  1. YB
    Yoshua Bengio

    Université de Montréal, Canada

    11 publications · 2.6K citations

    11

    h-index

  2. JA
    Jeffrey A. Fessler

    University of Michigan, United States

    7 publications · 1.6K citations

    7

    h-index

  3. OE
    Ole E. Barndorff–Nielsen

    Aarhus University, Denmark

    6 publications · 449 citations

    6

    h-index

  4. MI
    Michael I. Jordan

    University of California, Berkeley, United States

    5 publications · 515 citations

    5

    h-index

  5. AO
    Alfred O. Hero

    University of Michigan, United States

    5 publications · 1.2K citations

    5

    h-index

1–5 of 3.6K

Institutions

1.1K

  1. Stanford University

    Stanford, United States

    20 h-index

    43 publications

    4.2K citations

  2. University of Toronto

    Toronto, Canada

    17 h-index

    39 publications

    2.6K citations

  3. University of Michigan

    Ann Arbor, United States

    17 h-index

    33 publications

    4.2K citations

  4. University of Washington

    Seattle, United States

    16 h-index

    31 publications

    2.2K citations

  5. Centre National de la Recherche Scientifique

    Paris, France

    16 h-index

    33 publications

    1.1K citations

  6. Massachusetts Institute of Technology

    Cambridge, United States

    16 h-index

    33 publications

    2.2K citations

  7. University of Cambridge

    Cambridge, United Kingdom

    15 h-index

    34 publications

    16.7K citations

  8. University of California, Berkeley

    Berkeley, United States

    15 h-index

    32 publications

    1.9K citations

1–8 of 1.1K

Venues

  1. Journal of the American Statistical Association

    51 publications · 15K citations

    33

    h-index

  2. arXiv (Cornell University)

    Repository · 70 publications · 13.9K citations

    30

    h-index

  3. Biometrika

    33 publications · 5.1K citations

    25

    h-index

  4. IEEE Transactions on Signal Processing

    31 publications · 2.7K citations

    22

    h-index

  5. The Annals of Statistics

    28 publications · 1.8K citations

    21

    h-index

1–5