We study the high-dimensional asymptotic behavior of inferences based on summary
statistics that are widely used in genome-wide association studies (GWAS) under model …

The aim of this article is to propose a novel method for estimating trans-ancestry genetic
correlations in genome-wide association studies (GWAS) using genetically predicted …

Genetic Gaussian network of multiple phenotypes constructed through the genetic
correlation matrix is informative for understanding their biological dependencies. However …

Linkage disequilibrium score regression (LDSC) has emerged as an essential tool for
genetic and genomic analyses of complex traits, utilizing high-dimensional data derived …

Motivation The joint analysis of multiple phenotypes is important in many biological studies,
such as plant and animal breeding. The heritability estimation for a linear combination of …

Current online learning methods suffer issues such as lower convergence rates and limited
capability to select important features compared to their offline counterparts. In this paper, a …

Genome-wide association studies (GWAS) have identified thousands of genetic variants
associated with complex traits, and some variants are shown to be associated with multiple …

Genome-wide association studies (GWAS) have identified thousands of genetic variants
associated with complex traits. Many complex traits and diseases share common genetic …