Concepedia

Multivariate Variance Components Analysis

Multivariate Variance Components Analysis is a statistical methodology that decomposes the covariance structure of multiple phenotypic traits into additive genetic, environmental, and other random effects components by jointly modeling their variances and covariances across related individuals.

61

Publications

3.6K

Citations

158

Authors

82

Institutions

Publications per year

2017–2026

7

Parents

Publications

61

Multivariate Statistical Methods in Behavioral Research.

P. A. Lachenbruch, R. Darrell Bock · Journal of the American Statistical Association · 1977 · 800 citations

, , +13

Multivariate Statistical Methods in Behavioral Research.

Colin Chalmers, R. Darrell Bock · Journal of the American Statistical Association · 1978 · 657 citations

, , +13

Residual maximum likelihood estimation of (Co) variance components in multivariate mixed linear models using average information

Just Jensen, Esa Mäntysaari, Per Madsen et al. · Jukuri (Natural Resources Institute Finland (Luke)) · 1997 · 212 citations

, , +14

Variance components and heritabilities for body weight traits in Sangsari sheep, using univariate and multivariate animal models

S. R. Miraei-Ashtiani, Seyed Ahmad Reza Seyedalian, M. Moradi Shahrbabak · Small Ruminant Research · 2007 · 104 citations

, , +16

Comparison of Multivariate Tests for Genetic Linkage

Christopher I. Amos, Mariza de Andrade, Dakai Zhu · Human Heredity · 2001 · 98 citations

, , +15

1–5 of 61

Authors

158

  1. JA
    James A. Calvin

    Texas A&M University, United States

    4 publications · 106 citations

    4

    h-index

  2. RL
    Richard L. Dykstra

    University of Iowa, United States

    3 publications · 78 citations

    3

    h-index

  3. TW
    T. W. Anderson

    Stanford University, United States

    3 publications · 96 citations

    3

    h-index

  4. YA
    Yasuo Amemiya

    Iowa State University, United States

    2 publications · 30 citations

    2

    h-index

  5. RT
    R. Thompson

    Rothamsted Research, United Kingdom

    2 publications · 256 citations

    2

    h-index

1–5 of 158

Institutions

82

  1. University of Iowa

    Iowa City, United States

    3 h-index

    4 publications

    72 citations

  2. Texas A&M University

    College Station, United States

    2 h-index

    2 publications

    42 citations

  3. Centre National de la Recherche Scientifique

    Paris, France

    2 h-index

    4 publications

    273 citations

  4. University of Tehran

    Tehran, Iran

    2 h-index

    6 publications

    256 citations

  5. University of California, Los Angeles

    Los Angeles, United States

    2 h-index

    9 publications

    127 citations

  6. University of Toronto

    Toronto, Canada

    2 h-index

    3 publications

    100 citations

  7. The University of Tokyo

    Tokyo, Japan

    2 h-index

    3 publications

    100 citations

  8. Iowa State University

    Ames, United States

    2 h-index

    3 publications

    41 citations

1–8 of 82

Venues

  1. Journal of Multivariate Analysis

    6 publications · 159 citations

    6

    h-index

  2. Journal of the American Statistical Association

    4 publications · 1.5K citations

    4

    h-index

  3. The Annals of Statistics

    3 publications · 128 citations

    3

    h-index

  4. Genetic Epidemiology

    3 publications · 119 citations

    3

    h-index

  5. Biometrics

    3 publications · 132 citations

    3

    h-index

1–5