Population stratification can be a problem for association studies, such as case-control studies, where the association could be found due to the underlying structure of the population and not a disease associated locus.
The two most widely used approaches to this problem include genomic control, which is a relatively nonparametric method for controlling the inflation of test statistics,[REF] and structured association methods,[REF] which use genetic information to estimate and control for population structure.