An association study involves examining genotypes and phenotypes such as disease status, gene expression, and clinical traits over individuals in a population ...

In this paper, we propose a new approach called stochastic block lasso for association mapping that exploits prior knowledge on linkage disequilibrium structure ...

Abstract A genome-wide association study involves examining a large number of single-nucleotide polymorphisms (SNPs) to identify SNPs that are significantly ...

Aug 26, 2021 · Genome-wide association studies (GWAS) test hundreds of thousands of genetic variants across many genomes to find those statistically associated with a ...

Sep 6, 2008 · My goal here is to assess the opportunity to exploit the complete genomic sequence of the lizard, Anolis carolinensis, to address ecological and evolutionary ...

We have developed a software application for large-scale analysis of codon-triplet associations to shed new light into this problem. The developed algorithms ...

Mar 18, 2019 · Replicability analysis which aims to detect replicated signals attracts more and more attentions in modern scientific applications.

The breeding value of a plant genotype is directly influenced by the environment in which it is tested, and genotypes are usually tested in many environments ...

We propose in this work an extension of the Random Forest algorithm tailored for structured GWAS data.

The GWAS methods have been adapted for bacteria by incorporating genetic relatedness relationships in the form of a kinship matrix as random effects in a linear ...