5 citations · 9 across the 5 of their papers we have counts for
5 papers
From Genotype to Phenotype: polygenic prediction of complex human traits
Timothy G. Raben, Louis Lello, Erik Widen +1
Decoding the genome confers the capability to predict characteristics of the organism(phenotype) from DNA (genotype). We describe the present status and future prospects of genomic…
Accurate Genomic Prediction Of Human Height
Louis Lello, Steven G. Avery, Laurent Tellier +3
We construct genomic predictors for heritable and extremely complex human quantitative traits (height, heel bone density, and educational attainment) using modern methods in high d…
On the genetic architecture of intelligence and other quantitative traits
Stephen D. H. Hsu
How do genes affect cognitive ability or other human quantitative traits such as height or disease risk? Progress on this challenging question is likely to be significant in the ne…
Determination of Nonlinear Genetic Architecture using Compressed Sensing
Chiu Man Ho, Stephen D. H. Hsu
We introduce a statistical method that can reconstruct nonlinear genetic models (i.e., including epistasis, or gene-gene interactions) from phenotype-genotype (GWAS) data. The comp…
Application of compressed sensing to genome wide association studies and genomic selection
Shashaank Vattikuti, James J. Lee, Christopher C. Chang +2
We show that the signal-processing paradigm known as compressed sensing (CS) is applicable to genome-wide association studies (GWAS) and genomic selection (GS). The aim of GWAS is…