Concepedia

Bayesian Quantitative Trait Loci Mapping

Bayesian Quantitative Trait Loci Mapping is a statistical method for identifying genomic regions associated with quantitative traits by incorporating prior knowledge and uncertainty through Bayesian inference, distinguishing itself from frequentist approaches through its probabilistic modeling of parameters and use of posterior distributions to estimate locus effects.

118

Publications

8.9K

Citations

359

Authors

208

Institutions

Publications per year

2017–2026

10

Variants

Bayesian Qtl Mapping

Parents

Publications

118

A Statistical Framework for Quantitative Trait Mapping

Śaunak Sen, Gary A. Churchill · Genetics · 2001 · 633 citations · Full text

, , +17

A Bayesian Framework to Account for Complex Non-Genetic Factors in Gene Expression Levels Greatly Increases Power in eQTL Studies

Oliver Stegle, Leopold Parts, Richard Durbin et al. · PLoS Computational Biology · 2010 · 578 citations · Full text

, , +17

Bayesian refinement of association signals for 14 loci in 3 common diseases

Julian Maller, Gil McVean, Jake Byrnes et al. · Nature Genetics · 2012 · 553 citations · Full text

, , +12

Estimating Polygenic Effects Using Markers of the Entire Genome

Shizhong Xu · Genetics · 2003 · 401 citations

, , +16

Bayesian LASSO for Quantitative Trait Loci Mapping

Nengjun Yi, Shizhong Xu · Genetics · 2008 · 356 citations · Full text

, , +17

1–5 of 118

Authors

359

  1. SX
    Shizhong Xu

    University of California, Riverside, United States

    16 publications · 1.8K citations

    15

    h-index

  2. MJ
    Mikko J. Sillanpää

    University of Helsinki, Finland

    14 publications · 878 citations

    13

    h-index

  3. NY
    Nengjun Yi

    University of Alabama at Birmingham, United States

    13 publications · 1.5K citations

    13

    h-index

  4. IH
    Ina Hoeschele

    Virginia Tech, United States

    8 publications · 443 citations

    8

    h-index

  5. BS
    Brian S. Yandell

    University of Wisconsin–Madison, United States

    7 publications · 691 citations

    7

    h-index

1–5 of 359

Institutions

208

  1. University of California, Riverside

    Riverside, United States

    15 h-index

    22 publications

    2.2K citations

  2. University of Helsinki

    Helsinki, Finland

    13 h-index

    28 publications

    1.8K citations

  3. University of Wisconsin–Madison

    Madison, United States

    9 h-index

    22 publications

    2.6K citations

  4. Wageningen University & Research

    Wageningen, The Netherlands

    8 h-index

    18 publications

    833 citations

  5. Virginia Tech

    Blacksburg, United States

    7 h-index

    15 publications

    948 citations

  6. University of Alabama

    Tuscaloosa, United States

    7 h-index

    15 publications

    1.8K citations

  7. University of Oulu

    Oulu, Finland

    6 h-index

    8 publications

    347 citations

  8. Aarhus University

    Aarhus, Denmark

    5 h-index

    14 publications

    573 citations

1–8 of 208

Venues

  1. Genetics

    40 publications · 4.5K citations

    29

    h-index

  2. Theoretical and Applied Genetics

    9 publications · 336 citations

    9

    h-index

  3. Bioinformatics

    6 publications · 213 citations

    6

    h-index

  4. Genetic Epidemiology

    6 publications · 159 citations

    6

    h-index

  5. Genetics Selection Evolution

    GSE · 5 publications · 140 citations

    5

    h-index

1–5