Omics data integration is already a reality. However, few omics-based algorithms show
enough predictive ability to be implemented into clinics or public health domains. Clinical …

Many modern genomic data analyses require implementing regressions where the number
of parameters (p, eg, the number of marker effects) exceeds sample size (n). Implementing …

Whole-genome enabled prediction of complex traits has received enormous attention in
animal and plant breeding and is making inroads into human and even Drosophila genetics …

Genome-wide prediction of complex traits has become increasingly important in animal and
plant breeding, and is receiving increasing attention in human genetics. Most common …

Phenotyping is the current bottleneck in plant breeding, especially because next-generation
sequencing has decreased genotyping cost more than 100.000 fold in the last 20 years …

Technological advances coupled with decreasing costs are bringing whole genome and
whole exome sequencing closer to routine clinical use. One of the hurdles to clinical …

Obtaining accurate predictions of unobserved genetic or phenotypic values for complex
traits in animal, plant, and human populations is possible through whole-genome prediction …

The genomic prediction of unobserved genetic values or future phenotypes for complex
traits has revolutionized agriculture and human medicine. Fertility traits are undoubtedly …

Dog owners are increasingly interested in using commercially available testing panels to
learn about the genetics of their pets, both to identify breed ancestry and to screen for …

Modern biobanks that collect genotype-phenotype information from hundreds of thousands
of individuals bring unprecedented opportunities for genomic... Despite the important …