Synthetic surrogates improve power for genome-wide association studies of partially missing phenotypes in population biobanks
Zachary R. McCaw, Jianhui Gao, Xihong Lin, Jessica Gronsbell
Topics & Concepts
BiobankImputation (statistics)Genome-wide association studyMissing dataGenetic associationSpurious relationshipStatistical powerPopulationTraitBiologyData miningComputational biologyComputer scienceStatisticsGeneticsMachine learningSingle-nucleotide polymorphismMathematicsGenotypeGeneMedicineProgramming languageEnvironmental healthGenetic Associations and EpidemiologyGenetic and phenotypic traits in livestockBioinformatics and Genomic Networks