Concepedia

Sparse Multi-trait Models

Sparse Multi-Trait Models is a statistical modeling framework in quantitative genetics that integrates multiple traits into a single predictive model while enforcing sparsity in the estimated genetic effects to identify a subset of relevant traits and markers contributing to complex phenotypes.

8

Publications

308

Citations

55

Authors

29

Institutions

Publications per year

2017–2026

4

Parents

Publications

8

From spectra to plant functional traits: Transferable multi-trait models from heterogeneous and sparse data

Eya Cherif, Hannes Feilhauer, Katja Berger et al. · Remote Sensing of Environment · 2023 · 77 citations

, , +12

Solution of multiple trait animal models with missing data on some traits

Vincent Ducrocq, B. Besbes · Journal of Animal Breeding and Genetics · 1993 · 66 citations

, , +14

Integrating multi-OMICS data through sparse canonical correlation analysis for the prediction of complex traits: a comparison study

Theodoulos Rodosthenous, Vahid Shahrezaei, Marina Evangelou · Bioinformatics · 2020 · 66 citations · Full text

, , +10

Multi‐trait genomic prediction improves selection accuracy for enhancing seed mineral concentrations in pea

Sikiru Adeniyi Atanda, Jenna Steffes, Md Abdullah Al Bari et al. · The Plant Genome · 2022 · 31 citations · Full text

, , +17

Genetic analysis of live weight of Sardi sheep using random regression and multi-trait animal models

A. Jannoune, I. Boujenane, Mohammed Falaki et al. · Small Ruminant Research · 2015 · 21 citations

, , +15

1–5 of 8

Authors

55

  1. MK
    Mingon Kang

    Kennesaw State University, United States

    1 publications · 11 citations

    1

    h-index

  2. OA
    Osval A. Montesinos‐López

    Universidad de Colima, Mexico

    1 publications · 19 citations

    1

    h-index

  3. AM
    Abelardo Montesinos‐López

    Universidad de Colima, Mexico

    1 publications · 19 citations

    1

    h-index

  4. TK
    Teja Kattenborn

    Karlsruhe Institute of Technology, Germany

    1 publications · 77 citations

    1

    h-index

  5. AS
    Andrew S. Ross

    Virginia Mason Medical Center, United States

    1 publications · 31 citations

    1

    h-index

1–5 of 55

Institutions

29

  1. University of Toronto

    Toronto, Canada

    1 h-index

    1 publications

    77 citations

  2. Karlsruhe Institute of Technology

    Karlsruhe, Germany

    1 h-index

    1 publications

    77 citations

  3. École Nationale d'Agriculture de Meknès

    Meknes, Morocco

    1 h-index

    1 publications

    21 citations

  4. Simon Fraser University

    Burnaby, Canada

    1 h-index

    1 publications

    77 citations

  5. National Research Fund Luxembourg

    Luxembourg, Luxembourg

    1 h-index

    2 publications

    34 citations

  6. Washington State University

    Pullman, United States

    1 h-index

    2 publications

    62 citations

  7. Tianjin Normal University

    Tianjin, China

    1 h-index

    2 publications

    22 citations

  8. Edward T. Schafer Agricultural Research Center

    Fargo, United States

    1 h-index

    1 publications

    31 citations

1–8 of 29

Venues

  1. The Plant Genome

    1 publications · 31 citations

    1

    h-index

  2. Bioinformatics

    1 publications · 66 citations

    1

    h-index

  3. Journal of Dairy Science

    JDS · 1 publications · 17 citations

    1

    h-index

  4. Genes

    1 publications · 19 citations

    1

    h-index

  5. Remote Sensing of Environment

    1 publications · 77 citations

    1

    h-index

1–5