Concepedia

Variance Component Identifiability

Variance Component Identifiability is a statistical property that determines whether the distinct sources of variability in a hierarchical or mixed-effects model can be uniquely estimated from the observed data, ensuring that different parameter values yield distinguishable joint distributions of the observations.

11

Publications

3.7K

Citations

28

Authors

20

Institutions

Publications per year

2017–2026

2

Variants

Variance Components Identifiability

Parents

Publications

11

Variance component model to account for sample structure in genome-wide association studies

Hyun Min Kang, Jae Hoon Sul, Susan K. Service et al. · Nature Genetics · 2010 · 3.1K citations · Full text

, , +15

Identifiability of Gaussian structural equation models with equal error variances

Jonas Peters, Peter Bühlmann · Biometrika · 2013 · 223 citations · Full text

, , +15

Sufficient information in structural VARs

Mario Forni, Luca Gambetti · Journal of Monetary Economics · 2014 · 205 citations · Full text

, , +7

Variance-component modeling in the analysis of receiver operating characteristic index estimates

Cheryl Roe, Charles E. Metz · Academic Radiology · 1997 · 75 citations

, , +9

On identifiability of (co)variance components in animal models with competition effects

R. J. C. Cantet, Eduardo P. Cappa · Journal of Animal Breeding and Genetics · 2008 · 34 citations

, , +15

1–5 of 11

Authors

28

  1. EE
    Eleazar Eskin

    University of California, Los Angeles, United States

    1 publications · 3.1K citations

    1

    h-index

  2. PS
    Paola Sebastiani

    Boston University, United States

    1 publications · 21 citations

    1

    h-index

  3. RJ
    R. J. C. Cantet

    Universidad de Buenos Aires, Argentina

    1 publications · 34 citations

    1

    h-index

  4. HM
    Hyun Min Kang

    University of Michigan, United States

    1 publications · 3.1K citations

    1

    h-index

  5. CM
    Cibele M. Russo

    Universidade de São Paulo, Brazil

    1 publications · 13 citations

    1

    h-index

1–5 of 28

Institutions

20

  1. Centro Científico Tecnológico - San Juan

    San Juan, Argentina

    1 h-index

    1 publications

    34 citations

  2. University of Chicago Medical Center

    Chicago, United States

    1 h-index

    2 publications

    150 citations

  3. Universidade de São Paulo

    São Paulo, Brazil

    1 h-index

    3 publications

    39 citations

  4. Harvard University

    Cambridge, United States

    1 h-index

    1 publications

    3.1K citations

  5. Hospital Universitário da Universidade de São Paulo

    São Paulo, Brazil

    1 h-index

    3 publications

    39 citations

  6. University of California, Los Angeles

    Los Angeles, United States

    1 h-index

    5 publications

    15.3K citations

  7. Barcelona School of Economics

    Barcelona, Spain

    1 h-index

    1 publications

    205 citations

  8. North Carolina State University

    Raleigh, United States

    1 h-index

    1 publications

    12 citations

1–8 of 20

Venues

  1. Journal of the Korean Statistical Society

    1 publications · 15 citations

    1

    h-index

  2. Test

    1 publications · 13 citations

    1

    h-index

  3. Journal of Animal Breeding and Genetics

    1 publications · 34 citations

    1

    h-index

  4. Academic Radiology

    1 publications · 75 citations

    1

    h-index

  5. Statistics & Probability Letters

    1 publications · 10 citations

    1

    h-index

1–5