Concepedia

Heteroscedastic Variance Components

Heteroscedastic Variance Components is a statistical framework in variance components analysis that explicitly models unequal (heteroscedastic) error variances across different groups or levels of a random effect, thereby distinguishing itself from classical variance components models that assume homogeneity of variance.

318

Publications

33.7K

Citations

618

Authors

355

Institutions

Publications per year

2017–2026

29

Parents

Publications

318

The Analysis of Variance

Henry Scheffé · Soil Science · 1960 · 5.6K citations

, , +16

Approximate Inference in Generalized Linear Mixed Models

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

, , +16

Approximate Inference in Generalized Linear Mixed Models

N. E. Breslow, David Clayton · Journal of the American Statistical Association · 1993 · 1.8K citations

, , +16

Using Heteroscedasticity Consistent Standard Errors in the Linear Regression Model

J. Scott Long, Laurie H. Ervin · The American Statistician · 2000 · 1.4K citations

, , +10

Using heteroskedasticity-consistent standard error estimators in OLS regression: An introduction and software implementation

Andrew F. Hayes, Li Cai · Behavior Research Methods · 2007 · 1.4K citations · Full text

, , +13

1–5 of 318

Authors

618

  1. RR
    Rand R. Wilcox

    University of Southern California, United States

    5 publications · 214 citations

    5

    h-index

  2. RA
    Roger A. Horn

    Johns Hopkins University, United States

    4 publications · 297 citations

    4

    h-index

  3. SD
    Susan D. Horn

    Outcomes Research Consortium, United States

    4 publications · 297 citations

    4

    h-index

  4. HP
    Hans‐Peter Piepho

    University of Hohenheim, Germany

    4 publications · 73 citations

    4

    h-index

  5. FA
    Franklin A. Graybill

    Colorado State University, United States

    4 publications · 101 citations

    4

    h-index

1–5 of 618

Institutions

355

  1. Cornell University

    Ithaca, United States

    12 h-index

    19 publications

    733 citations

  2. Département Génétique Animale

    Castanet-Tolosan, France

    7 h-index

    17 publications

    973 citations

  3. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    6 h-index

    8 publications

    1.7K citations

  4. University of Minnesota

    Minneapolis, United States

    5 h-index

    7 publications

    2.3K citations

  5. University of Alberta

    Edmonton, Canada

    5 h-index

    10 publications

    261 citations

  6. University of Southern California

    Los Angeles, United States

    5 h-index

    10 publications

    274 citations

  7. The Ohio State University

    Columbus, United States

    4 h-index

    5 publications

    1.5K citations

  8. Johns Hopkins University

    Baltimore, United States

    4 h-index

    10 publications

    824 citations

1–8 of 355

Venues

  1. Journal of the American Statistical Association

    32 publications · 7.9K citations

    22

    h-index

  2. Biometrika

    20 publications · 3.3K citations

    17

    h-index

  3. Biometrics

    13 publications · 1.6K citations

    13

    h-index

  4. Technometrics

    10 publications · 389 citations

    10

    h-index

  5. Journal of Multivariate Analysis

    9 publications · 258 citations

    9

    h-index

1–5