Concepedia

Likelihood Asymptotics

Likelihood Asymptotics is a theoretical framework in statistical inference that characterizes the limiting behavior of likelihood functions and associated estimators as the sample size tends to infinity, providing justification for the asymptotic normality of maximum likelihood estimates and the validity of likelihood-based hypothesis tests under regularity conditions.

708

Publications

50.3K

Citations

936

Authors

517

Institutions

Publications per year

2017–2026

38

Parents

Publications

708

The behavior of maximum likelihood estimates under nonstandard conditions

Peter J. Huber · Project Euclid (Cornell University) · 1967 · 4.8K citations

, , +11

Asymptotic formulae for likelihood-based tests of new physics

The European Physical Journal C · 2011 · 2.9K citations · Full text

, , +15

Nonconcave penalized likelihood with a diverging number of parameters

Jianqing Fan, Heng Peng · The Annals of Statistics · 2004 · 1K citations · Full text

, , +16

Statistical Inference under Order Restrictions (The Theory and Application of Isotonic Regression)

I. Vincze, R. E. Barlow, D. J. Bartholomew et al. · International Statistical Review · 1973 · 878 citations

, , +14

Estimating Linear Restrictions on Regression Coefficients for Multivariate Normal Distributions

T. W. Anderson · The Annals of Mathematical Statistics · 1951 · 872 citations · Full text

, , +16

1–5 of 708

Authors

936

  1. OE
    Ole E. Barndorff–Nielsen

    Aarhus University, Denmark

    11 publications · 1.1K citations

    11

    h-index

  2. DA
    D. A. S. Fraser

    University of Toronto, Canada

    7 publications · 200 citations

    7

    h-index

  3. LR
    L. R. Shenton

    University of Georgia, United States

    6 publications · 199 citations

    6

    h-index

  4. DV
    D. V. Hinkley

    The University of Texas at Austin, United States

    6 publications · 1.8K citations

    6

    h-index

  5. GM
    Gauss M. Cordeiro

    Universidade Federal de Pernambuco, Brazil

    6 publications · 374 citations

    6

    h-index

1–5 of 936

Institutions

517

  1. Stanford University

    Stanford, United States

    16 h-index

    26 publications

    2.1K citations

  2. Aarhus University

    Aarhus, Denmark

    13 h-index

    16 publications

    1.3K citations

  3. University of Toronto

    Toronto, Canada

    12 h-index

    20 publications

    840 citations

  4. University of Chicago

    Chicago, United States

    10 h-index

    10 publications

    490 citations

  5. Cornell University

    Ithaca, United States

    10 h-index

    11 publications

    448 citations

  6. University of Waterloo

    Waterloo, Canada

    9 h-index

    11 publications

    1.1K citations

  7. North Carolina State University

    Raleigh, United States

    9 h-index

    14 publications

    485 citations

  8. Australian National University

    Canberra, Australia

    8 h-index

    9 publications

    1.7K citations

1–8 of 517

Venues

  1. The Annals of Statistics

    102 publications · 9K citations

    51

    h-index

  2. Biometrika

    56 publications · 5K citations

    33

    h-index

  3. Journal of the American Statistical Association

    55 publications · 3.5K citations

    30

    h-index

  4. 18

    h-index

  5. Journal of Multivariate Analysis

    23 publications · 957 citations

    18

    h-index

1–5