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Table 3 Comparison of the genomic prediction accuracy between stepwise linear mixed model (StepLMM) and other methods based on QTLMAS16 data

From: An efficient unified model for genome-wide association studies and genomic selection

Method

Trait 1

Trait 2

Trait 3

BayesB

0.79

0.83

0.83

GBLUP

0.74

0.77

0.76

GLASSOa

0.79

0.85

0.84

sgLASSOb

0.80

0.85

0.82

StepLMM

0.83

0.85

0.85

  1. aGroup least angle shrinkage and selection operator [28]
  2. bSparse group LASSO [28]
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Genetics Selection Evolution

ISSN: 1297-9686