Concepedia

Variance Component Estimation

Variance Component Estimation is a statistical method that belongs to the class of parameter estimation techniques, specifically designed to quantify the contributions of distinct random effects to the overall variability in a hierarchical or mixed-effects model.

682

Publications

110K

Citations

1.4K

Authors

625

Institutions

Publications per year

2017–2026

65

Variants

Variance Components Estimation

Parents

Publications

682

Maximum Likelihood from Incomplete Data Via the <i>EM</i> Algorithm

A. P. Dempster, N. M. Laird, Donald B. Rubin · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1977 · 49.7K citations

, , +16

Accounting for common method variance in cross-sectional research designs.

Michael K. Lindell, David J. Whitney · Journal of Applied Psychology · 2001 · 7.8K citations

, , +17

Maximum Likelihood from Incomplete Data via the EM Algorithm

Digital Access to Scholarship at Harvard (DASH) (Harvard University) · 1977 · 4.5K citations · Full text

, , +16

An Approximate Distribution of Estimates of Variance Components

F. E. Satterthwaite · Biometrics Bulletin · 1946 · 4.4K citations

, , +14

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

1–5 of 682

Authors

1.4K

  1. SR
    S. R. Searle

    Cornell University, United States

    15 publications · 1.4K citations

    15

    h-index

  2. AA
    Alireza Amiri-Simkooei

    University of Isfahan, Iran

    11 publications · 1.1K citations

    11

    h-index

  3. RT
    R. Thompson

    Rothamsted Research, United Kingdom

    10 publications · 2K citations

    10

    h-index

  4. LS
    L.R. Schaeffer

    University of Guelph, Canada

    9 publications · 369 citations

    9

    h-index

  5. IM
    I. Misztal

    University of Georgia, United States

    9 publications · 579 citations

    9

    h-index

1–5 of 1.4K

Institutions

625

  1. Cornell University

    Ithaca, United States

    17 h-index

    29 publications

    1.9K citations

  2. Delft University of Technology

    Delft, The Netherlands

    12 h-index

    19 publications

    2.3K citations

  3. University of Edinburgh

    Edinburgh, United Kingdom

    11 h-index

    22 publications

    1.3K citations

  4. University of Wisconsin–Madison

    Madison, United States

    11 h-index

    34 publications

    1.9K citations

  5. University of Michigan

    Ann Arbor, United States

    11 h-index

    21 publications

    1.4K citations

  6. University of Isfahan

    Isfahan, Iran

    11 h-index

    15 publications

    1.1K citations

  7. University of California, Los Angeles

    Los Angeles, United States

    10 h-index

    23 publications

    1K citations

  8. Colorado State University

    Fort Collins, United States

    9 h-index

    13 publications

    360 citations

1–8 of 625

Venues

  1. Biometrics

    47 publications · 6.9K citations

    30

    h-index

  2. Journal of the American Statistical Association

    41 publications · 5.6K citations

    26

    h-index

  3. Technometrics

    29 publications · 1.7K citations

    19

    h-index

  4. Journal of Geodesy

    21 publications · 1.5K citations

    19

    h-index

  5. Journal of Dairy Science

    JDS · 18 publications · 1.5K citations

    16

    h-index

1–5