Computationally efficient whole-genome regression for quantitative and binary traits
Joelle Mbatchou, Leland Barnard, Joshua Backman, Anthony Marcketta, Jack A. Kosmicki, Andrey Ziyatdinov, Christian Benner, Colm O’Dushlaine, Mathew Barber, Boris Boutkov, Lukas Habegger, Manuel A. R. Ferreira, Aris Baras, Jeffrey G. Reid, Gonçalo R. Abecasis, Evan K. Maxwell, Jonathan Marchini
Topics & Concepts
Computer scienceBiobankRegressionPopulationBiologyContrast (vision)Genome-wide association studyGenomeRegression analysisComputational biologyStatisticsArtificial intelligenceMachine learningGeneticsGenotypeMathematicsGeneDemographySociologySingle-nucleotide polymorphismGenetic Associations and EpidemiologyGenetic Mapping and Diversity in Plants and AnimalsGenetic and phenotypic traits in livestock