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Impact of number of causal variants in simulation study.

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posted on 2022-01-31, 18:36 authored by Andrew E. Liu, Hyun Min Kang

We expanded our simulation study to examine the effects of a larger number of causal variants, ranging from 5 to 125 variants, across a wide range of heritability levels. We found that increasing the number of causal variants had very little effect on the predictive performance of SWAM. We believe that this is because the expected imputation accuracy largely depends on the total heritability explained by the causal SNPs.

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