projects. These results suggest that, beyond the first one or two components, eigenvectors ordered by sample eigenvalues may not be robust indicators of population structure. However, we note that this does not rule out the eigensystem as a whole being similar across SNP sets. When subsets of SNPs are used for PCA, we recommend exploring the variability in PCA-based representations of the data under different SNP set selections.
