Exhaustive Search (ES):

1

• If the reported SNP is found among 100 SNPs then
  the probability that the SNP is associated with a
  disease by
• mere chance becomes 100 times larger
  (Bonferroni).
• Bonferroni is too crude (e.g., 3-SNP
  combinations among 100 SNPs, p lt 0.05