Concepedia

Training Population Design

Training Population Design is the systematic process of selecting and structuring a representative subset of individuals with known genotypic and phenotypic data to optimize the accuracy and generalizability of genomic prediction models.

80

Publications

7.3K

Citations

386

Authors

180

Institutions

Publications per year

2017–2026

45

Parents

Children

Publications

80

Genomic Selection and Association Mapping in Rice (Oryza sativa): Effect of Trait Genetic Architecture, Training Population Composition, Marker Number and Statistical Model on Accuracy of Rice Genomic Selection in Elite, Tropical Rice Breeding Lines

Jennifer Spindel, Hasina Begum, Deniz Akdemir et al. · PLoS Genetics · 2015 · 606 citations · Full text

, , +17

Accuracy of Genomic Selection Methods in a Standard Data Set of Loblolly Pine (<i>Pinus taeda</i>L.)

Márcio F. R. Resende, Patricio Muńoz, M. D. V. de Resende et al. · Genetics · 2012 · 426 citations · Full text

, , +14

The Value of Expanding the Training Population to Improve Genomic Selection Models in Tetraploid Potato

Elsa Sverrisdóttir, Ea Høegh Riis Sundmark, Heidi Øllegaard Johnsen et al. · Frontiers in Plant Science · 2018 · 403 citations · Full text

, , +17

Training set optimization under population structure in genomic selection

Julio Isidro y Sánchez, Jean‐Luc Jannink, Deniz Akdemir et al. · Theoretical and Applied Genetics · 2014 · 394 citations · Full text

, , +15

Genomic prediction of simulated multibreed and purebred performance using observed fifty thousand single nucleotide polymorphism genotypes1

Rohan L. Fernando, Dorian J. Garrick · Journal of Animal Science · 2009 · 266 citations

, , +15

1–5 of 80

Authors

386

  1. JJ
    Jean‐Luc Jannink

    Cornell University, United States

    11 publications · 2.5K citations

    11

    h-index

  2. DA
    Deniz Akdemir

    Cornell University, United States

    8 publications · 1.5K citations

    8

    h-index

  3. JI
    Julio Isidro y Sánchez

    Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria, Spain

    7 publications · 868 citations

    7

    h-index

  4. ME
    Mark E. Sorrells

    Cornell University, United States

    6 publications · 1.1K citations

    6

    h-index

  5. JC
    José Crossa

    Centro Internacional de Mejoramiento de Maíz Y Trigo, Mexico

    4 publications · 438 citations

    4

    h-index

1–5 of 386

Institutions

180

  1. Cornell University

    Ithaca, United States

    14 h-index

    39 publications

    8.3K citations

  2. Robert W. Holley Center for Agriculture & Health

    Ithaca, United States

    8 h-index

    8 publications

    1.3K citations

  3. University of Edinburgh

    Edinburgh, United Kingdom

    7 h-index

    19 publications

    1K citations

  4. University of Guelph

    Guelph, Canada

    6 h-index

    13 publications

    561 citations

  5. Centro Internacional de Mejoramiento de Maíz Y Trigo

    Texcoco, Mexico

    6 h-index

    19 publications

    2.7K citations

  6. Roslin Institute

    Dalkeith, United Kingdom

    6 h-index

    18 publications

    1K citations

  7. Centre for Plant Biotechnology and Genomics

    Pozuelo de Alarcón, Spain

    5 h-index

    8 publications

    287 citations

  8. University of Hohenheim

    Stuttgart, Germany

    5 h-index

    18 publications

    2K citations

1–8 of 180

Venues

  1. Theoretical and Applied Genetics

    9 publications · 873 citations

    9

    h-index

  2. Crop Science

    7 publications · 705 citations

    7

    h-index

  3. The Plant Genome

    6 publications · 814 citations

    6

    h-index

  4. G3 Genes Genomes Genetics

    6 publications · 388 citations

    6

    h-index

  5. Genetics Selection Evolution

    GSE · 5 publications · 454 citations

    5

    h-index

1–5