Table 4 Mean, standard error for marker effects and Pseudo R2 for each quantile adjusted model
From: Regularized quantile regression for SNP marker estimation of pig growth curves
Model | Trait | Mean (Standard error) | Pseudo R 2a |
|---|---|---|---|
RQR (0.2) | \( {\widehat{\alpha}}_1 \) | 0.43(0.37) | 0.71 |
\( {\widehat{\alpha}}_2 \) | 0.44(0.45) | 0.69 | |
\( {\widehat{\alpha}}_3 \) | 0.11(0.14) | 0.70 | |
RQR (0.5) | \( {\widehat{\alpha}}_1 \) | 0.28(0.44) | 0.68 |
\( {\widehat{\alpha}}_2 \) | 0.42(0.40) | 0.67 | |
\( {\widehat{\alpha}}_3 \) | 0.10(0.12) | 0.68 | |
RQR (0.8) | \( {\widehat{\alpha}}_1 \) | 0.48(0.44) | 0.75 |
\( {\widehat{\alpha}}_2 \) | 0.52(0.49) | 0.74 | |
\( {\widehat{\alpha}}_3 \) | 0.13(0.09) | 0.75 |