Table 2. LRT analysis and Tukey’s pairwise test (p≤0.05) for genomic selection prediction for the first cross-validation strategy for fresh root yield, dry root yield and dry matter content.
DF | Fresh root yield | Dry root yield | Dry matter content | ||||
---|---|---|---|---|---|---|---|
Deviance | b | b | b | ||||
Methods | 4 | 95.62* | 1.20 | 42.44* | 60.36* | 1.26 | 23.7* |
Cross validation | 1 | 255.41* | 50.72* | 243.31* | 148.42* | 271.18* | 114.11* |
Tukey multiple comparison test | |||||||
BayesB | 0.4571B (0.0472) |
1.5935A (0.0922) |
0.4737B (0.0361) |
1.5435B (0.0866) |
0.5668A (0.0261) |
1.3595B (0.0826) |
|
BLASSO | 0.4546B (0.0477) |
1.5982A (0.0746) |
0.4743B (0.0426) |
1.5686A (0.0438) |
0.5655A (0.0488) |
1.3702A (0.0438) |
|
G-BLUP | 0.4570B (0.0469) |
1.5979A (0.0412) |
0.4689C (0.0456) |
1.5469B (0.0329) |
0.5667A (0.0487) |
1.3604B (0.0205) |
|
RKHS | 0.4756A (0.0452) |
1.5904A (0.0381) |
0.4818A (0.0444)) |
1.5603A (0.0339) |
0.5671A (0.0497) |
1.3662A (0.0235) |
|
RR-BLUP | 0.4570B (0.0411) |
1.5980A (0.0929) |
0.4740B (0.0329) |
1.5469B (0.0870) |
0.5666A (0.0205) |
1.3605B (0.0811) |
: predictive ability; b: bias, DF: degrees of freedom.
*significance deviance for 5% probability in χ2 test.
Major letters indicate significance differences between genomic prediction methods (p<0.05) by Tukey’s pairwise test. Standard error for the genomic prediction method is in parentheses.