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Table 2 Simulation results with MA data, 100 randomly selected SNPs, \(\sigma ^2_\epsilon =1\) and \(h^2 = 0.5\)

From: Boosting heritability: estimating the genetic component of phenotypic variation with multiple sample splitting

  Remove 60% covariates Remove 90% covariates Keep \((n+1)\) covariates
Enet 0.4600 (.0320) 0.4428 (.0337) 0.3262 (.0189)
HERRA 0.4921 (.0267) 0.4788 (.0384) 0.4063 (.0270)
B_herra 0.4945 (.0229) 0.4740 (.0318) 0.4046 (.0274)
  1. The mean and the standard deviation (in parentheses) of the estimated heritabilities between the simulation replicates are presented
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