Complex-Trait Prediction in the Era of Big Data.

Abstract excerpt

Accurate prediction of complex traits requires using a large number of DNA variants. Advances in statistical and machine learning methodology enable the identification of complex patterns in high-dimensional settings. However, training these highly parameterized methods requires very large data sets. Until recently, such data sets were not available. But the situation is changing rapidly as very large biomedical...

Topics

Share this publication in a Topic to start or enrich a Post.

• Share to Genome-Wide Association Study
• Share to Genomics
• Share to Genotype