Concepedia

Restricted Maximum Likelihood Estimation

Restricted Maximum Likelihood Estimation is a statistical estimation method that belongs to the class of likelihood-based inference techniques, distinguished by its approach of maximizing the likelihood of a transformed subset of the data to produce unbiased estimates of variance components in multilevel and meta-analytic models.

459

Publications

51.5K

Citations

1.4K

Authors

458

Institutions

Publications per year

2017–2026

42

Variants

Reml

Parents

Publications

459

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

Small Sample Inference for Fixed Effects from Restricted Maximum Likelihood

Michael G. Kenward, James Roger · Biometrics · 1997 · 4.5K citations

, , +16

Maximum Likelihood Approaches to Variance Component Estimation and to Related Problems

David A. Harville · Journal of the American Statistical Association · 1977 · 2.5K citations

, , +16

Unbalanced Repeated-Measures Models with Structured Covariance Matrices

Robert I. Jennrich, Mark Schluchter · Biometrics · 1986 · 1.3K citations

, , +16

National, regional, and worldwide estimates of low birthweight in 2015, with trends from 2000: a systematic analysis

Hannah Blencowe, Julia Krasevec, Mercedes de Onís et al. · The Lancet Global Health · 2019 · 1.2K citations · Full text

, , +16

1–5 of 459

Authors

1.4K

  1. KM
    Karin Meyer

    University of New England, Australia

    20 publications · 3.1K citations

    19

    h-index

  2. LV
    L.D. Van Vleck

    Cornell University, United States

    9 publications · 370 citations

    9

    h-index

  3. IM
    I. Misztal

    University of Georgia, United States

    9 publications · 306 citations

    9

    h-index

  4. RT
    R. Thompson

    Rothamsted Research, United Kingdom

    7 publications · 1.5K citations

    7

    h-index

  5. WG
    William G. Hill

    University of Edinburgh, United Kingdom

    7 publications · 727 citations

    7

    h-index

1–5 of 1.4K

Institutions

458

  1. University of New England

    Armidale, Australia

    15 h-index

    30 publications

    4.9K citations

  2. Universidade Estadual Paulista (Unesp)

    São Paulo, Brazil

    12 h-index

    29 publications

    668 citations

  3. University of Edinburgh

    Edinburgh, United Kingdom

    11 h-index

    18 publications

    2.4K citations

  4. University of Nebraska–Lincoln

    Lincoln, United States

    9 h-index

    23 publications

    772 citations

  5. University of California, Los Angeles

    Los Angeles, United States

    9 h-index

    17 publications

    3.8K citations

  6. University of Georgia

    Athens, United States

    8 h-index

    22 publications

    647 citations

  7. University of Michigan

    Ann Arbor, United States

    7 h-index

    15 publications

    2.1K citations

  8. University of Illinois Urbana-Champaign

    Urbana, United States

    7 h-index

    14 publications

    850 citations

1–8 of 458

Venues

  1. Journal of the American Statistical Association

    25 publications · 4.7K citations

    18

    h-index

  2. Journal of Animal Breeding and Genetics

    19 publications · 907 citations

    16

    h-index

  3. Journal of Animal Science

    20 publications · 1.1K citations

    15

    h-index

  4. Biometrics

    15 publications · 8K citations

    15

    h-index

  5. Journal of Dairy Science

    JDS · 15 publications · 1.2K citations

    13

    h-index

1–5