Assessing genome-wide statistical significance for large p small n problems

Abstract

Assessing genome-wide statistical significance is an important issue in genetic studies. We describe a new resampling approach for determining the appropriate thresholds for statistical significance. Our simulation results demonstrate that the proposed approach accurately controls the genome-wide type I error rate even under the large p small n situations. © 2013 by the Genetics Society of America.