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Simulation results: Comparison of mean (std) true and estimated (^) model parameters and derived quantities.

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Figshare2020-05-19 更新2026-04-28 收录
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Results for each line, for specified heritability h2 and fraction π1 of causal SNPs, are from 10 independent instantiations with random selection of the ncausal causal SNPs that are assigned a β-value from the standard normal distribution. Defining Yg = Gβ, where G is the genotype matrix, the total phenotype vector is constructed as Y = Yg+ε, where the residual random vector ε for each instantiation is drawn from a normal distribution such that var(Y) = var(Yg)/h2 for predefined h2. For each of the instantiations, i, this implicitly defines the true value , and is their mean. An example QQ plot for each line entry is shown in in S1 Appendix (p. S15).
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2020-05-19
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