From Genotype to Phenotype: polygenic prediction of complex human traits

no code implementations • 14 Jan 2021 • Timothy G. Raben, Louis Lello, Erik Widen, Stephen D. H. Hsu

Decoding the genome confers the capability to predict characteristics of the organism(phenotype) from DNA (genotype).

Accurate Genomic Prediction Of Human Height

no code implementations • 19 Sep 2017 • Louis Lello, Steven G. Avery, Laurent Tellier, Ana Vazquez, Gustavo de los Campos, Stephen D. H. Hsu

We construct genomic predictors for heritable and extremely complex human quantitative traits (height, heel bone density, and educational attainment) using modern methods in high dimensional statistics (i. e., machine learning).