Approximate Bayesian neural networks in genomic prediction

Abstract Background Genome-wide marker data are used both in phenotypic genome-wide association studies (GWAS) and genome-wide prediction (GWP). Typically, such studies include high-dimensional data with thousands to millions of single nucleotide polymorphisms (SNPs) recorded in hundreds to a few th...

Full description

Bibliographic Details
Main Author: Patrik Waldmann
Format: Article
Language:deu
Published: BMC 2018-12-01
Series:Genetics Selection Evolution
Online Access:http://link.springer.com/article/10.1186/s12711-018-0439-1