Concepedia

Bayesian Multi-trait Models

Bayesian Multi-Trait Models is a statistical modeling framework that integrates Bayesian inference with multivariate genetic or phenotypic analysis to jointly estimate trait correlations and genetic effects by incorporating prior distributions and uncertainty in a hierarchical structure.

97

Publications

4.4K

Citations

393

Authors

168

Institutions

Publications per year

2017–2026

41

Parents

Publications

97

General quantitative genetic methods for comparative biology: phylogenies, taxonomies and multi-trait models for continuous and categorical characters

Jarrod D. Hadfield, Shinichi Nakagawa · Journal of Evolutionary Biology · 2010 · 869 citations · Full text

, , +17

Likelihood of Bayesian, and MCMC Methods in Quantitative Genetics

Jean‐Luc Jannink · Crop Science · 2003 · 192 citations

, , +14

Multi-trait, Multi-environment Deep Learning Modeling for Genomic-Enabled Prediction of Plant Traits

Osval A. Montesinos‐López, Abelardo Montesinos‐López, José Crossa et al. · G3 Genes Genomes Genetics · 2018 · 185 citations · Full text

, , +13

A Genomic Bayesian Multi-trait and Multi-environment Model

Osval A. Montesinos‐López, Abelardo Montesinos‐López, José Crossa et al. · G3 Genes Genomes Genetics · 2016 · 170 citations · Full text

, , +17

Revealing new candidate genes for reproductive traits in pigs: combining Bayesian GWAS and functional pathways

Lucas Lima Verardo, Fabyano Fonseca e Silva, Marcos S. Lopes et al. · Genetics Selection Evolution · 2016 · 112 citations · Full text

, , +17

1–5 of 97

Authors

393

  1. JC
    José Crossa

    Centro Internacional de Mejoramiento de Maíz Y Trigo, Mexico

    8 publications · 532 citations

    8

    h-index

  2. FF
    Fabyano Fonseca e Silva

    Universidade Federal de Viçosa, Brazil

    7 publications · 265 citations

    7

    h-index

  3. OA
    Osval A. Montesinos‐López

    Universidad de Colima, Mexico

    7 publications · 499 citations

    7

    h-index

  4. AM
    Abelardo Montesinos‐López

    Universidad de Colima, Mexico

    7 publications · 499 citations

    7

    h-index

  5. RB
    Raysildo Barbosa Lôbo

    Universidade Estadual Paulista (Unesp), Brazil

    6 publications · 142 citations

    6

    h-index

1–5 of 393

Institutions

168

  1. Universidade Federal de Viçosa

    Viçosa, Brazil

    12 h-index

    49 publications

    1.6K citations

  2. Brazilian Agricultural Research Corporation

    Brasília, Brazil

    9 h-index

    13 publications

    325 citations

  3. Aarhus University

    Aarhus, Denmark

    8 h-index

    25 publications

    584 citations

  4. University of Wisconsin–Madison

    Madison, United States

    8 h-index

    15 publications

    663 citations

  5. Universidade Estadual Paulista (Unesp)

    São Paulo, Brazil

    7 h-index

    14 publications

    525 citations

  6. University of California, Davis

    Davis, United States

    6 h-index

    8 publications

    361 citations

  7. Universidad de Guadalajara

    Guadalajara, Mexico

    6 h-index

    6 publications

    329 citations

  8. Universidad de Colima

    Colima, Mexico

    6 h-index

    9 publications

    424 citations

1–8 of 168

Venues

  1. G3 Genes Genomes Genetics

    6 publications · 524 citations

    6

    h-index

  2. Genetics Selection Evolution

    GSE · 6 publications · 260 citations

    6

    h-index

  3. Livestock Science

    5 publications · 118 citations

    5

    h-index

  4. Heredity

    5 publications · 194 citations

    5

    h-index

  5. Journal of Dairy Science

    JDS · 4 publications · 139 citations

    4

    h-index

1–5