paperKB
coga / coga-kb
Help
Sign in

Chunk #78 — Method — Genomic SEM Simulations — Simulation of Partial Sample Overlap.

Source
Genomic structural equation modelling provides insights into the multivariate genetic architecture of complex traits.
Embedded
yes

Text

from 180,000 participants (as opposed to 100,000 total participants), we would expect the Z statistics for the SNP effects from Genomic SEM to be upwardly biased relative to those from a univariate GWAS applied directly to the single phenotype in the 100,000 participants. We observed no such bias. A linear regression of Z statistics from Genomic SEM (from the three overlapping samples of 60,000 participants each) predicting univariate GWAS Z statistics in the complete sample (of 100,000 participants) revealed near perfect correspondence (unstandardized slope = 1.003, intercept = −.003).