3. Number of different replicate samples: Power calculations assess the likelihood that an experiment can detect a difference of a certain magnitude in a specific SNP. Experiments require reasonable levels of protection against false-positive results, α. They also require reasonable power, β. Genome wide association requires many repeated measures; considerations of α and β thus need to be applied to hundreds of thousands or millions of SNPs.