Table 1 Distribution of simulated QTN effects and corresponding parameters
From: Deep learning versus parametric and ensemble methods for genomic prediction of complex phenotypes
Genetic effects | Number of QTN/Interaction | Distribution | |
|---|---|---|---|
100 | 1000 | ||
Additive | 100 | 1000 | N (μ = 0, σ = 1) |
Dominance | 100 | 1000 | N (μ = 0, σ = 0.5) |
Additive × Additive | 294 | 2994 | Γ (α =0.1, β = 10) |
Additive × Dominance | 294 | 2994 | Γ (α =0.1, β = 10) |
Dominance × Additive | 294 | 2994 | Γ ( α=0.1, β = 10) |
Dominance × Dominance | 294 | 2994 | Γ (α =0.1, β = 10) |