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Chunk #19 — Methodological issues — Assessing statistical significance

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Gene set analysis of genome-wide association studies: methodological issues and perspectives.
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To preserve LD patterns, permutations of sample labels are typically employed to establish null distribution of gene set scores. However, several difficulties remain for the application of permutation tests to GWAS.