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Chunk #4 — 2. Goals of replication

Source
Replication in genome-wide association studies.
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There are two primary reasons replication is essential to confirm associations discovered via GWA studies: to provide convincing statistical evidence for association, and to rule out associations due to biases. Another possible aim of replication is to improve effect estimation..