Chunk #105 — III. Selected Methodological Issues — C. Analyses — 1. Achieving significant genome wide association in single samples vs seeking replication and generalization in multiple samples
We thus a) first identify nominally-significant SNPs in each sample, 2) identify the clustering of such SNPs (within small chromosomal regions) in each sample, 3) seek replication, identifying small genomic areas in which clusters from multiple replicate samples from the same phenotype also identify clustered nominally-significant SNPs 4) seek generalization, identifying genes that contain clusters of nominally-positive SNPs from studies of related, genetically determined phenotypes.