Table 1 Mean squared differences between estimated and true variance, lower bound of the 95% confidence interval (lCI), and upper bound of the 95% confidence interval (uCI), averaged over all levels of heritability and proportion of animals with records for the different validation statistics for Example 1
From: Confidence intervals for validation statistics with data truncation in genomic prediction
Var | lCI | uCI | ||
|---|---|---|---|---|
Bias | Analytical | 4.07E−08 | 8.88E−04 | 1.07E−03 |
Approximated | 1.03E−05 | 3.71E−03 | 5.39E−03 | |
Bootstrap | 1.38E−05 | 2.64E−03 | 4.04E−03 | |
Dispersion | Analytical | 4.27E−05 | 4.07E−02 | 7.92E−02 |
Approximated | 1.58E−04 | 4.89E−02 | 7.05E−02 | |
Bootstrap | 2.34E−04 | 6.71E−02 | 8.01E−02 | |
Ratio of accuracies | Analytical | – | 1.38E−02 | 8.41E−03 |
Bootstrap | 3.46E−05 | 1.64E−02 | 9.95E−03 | |
Predictivity | Analytical | – | 4.01E−02 | 4.02E−02 |
Bootstrap | 2.39E−04 | 5.58E−02 | 3.42E−02 | |
Reliability | Analytical | 1.74E−06 | 1.39E−03 | 5.81E−03 |
Approximated | 2.74E−05 | 5.81E−03 | 1.66E−02 | |
Bootstrap | 3.48E−05 | 4.58E−03 | 2.46E−02 |