Most of the QA methods are described in the Results section below. More details on some methods are in the Supporting Information, which also includes an outline of the process (Table S1). Initially, the focus is on identifying samples of poor quality or questionable identity, which are removed for subsequent analyses and not posted on dbGaP. For the remaining samples and for SNPs, filters are provided to flag various features such as ethnicity, relatedness and data quality.