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Chunk #49 — Discussion

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Environmental risk score as a new tool to examine multi-pollutants in epidemiologic research: an example from the NHANES study using serum lipid levels.
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we chose the intermediate threshold of 0.01. Even higher significance levels (e.g., alpha of 0.1) have been used as “pruning criteria” in genetic risk scores [57], [58], therefore, genetic markers conferring only modest levels of disease risk could be aggregated in the risk score. In general, a liberal threshold is often noted to perform better for prediction as compared to controlling false discovery rate for identification of variables [59].