Table 1.
WAIC statistics for the full likelihood by model type for various different datasets with different degrees of censoring in X(1), X(2), and Y. WAIC of the full likelihood values are reported using the same model seed.
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WAIC of Full Likelihood
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|---|---|---|---|---|---|---|---|
| Modeling Framework
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1
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2
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3
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4
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5
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| Percent Censoring | 3-Variable Model | Bivariate ANOVA | Bivariate ANOVA | Bivariate ANOVA | ANOVAs | ||
| X(1) | X(1) | Y | (X(1),X(2),Y) | (X(1),Y)×(X(2)) | (X(2),Y)×(X(1)) | (X(1),X(2))×(Y) | (X(1))×(X(2))×(Y) |
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| 0 | 0 | 0 | 799.3 | 814.5 | 865.5 | 874.3 | 875.7 |
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| 25 | 25 | 25 | 762.3 | 776.2 | 819.6 | 828.1 | 826.3 |
| 25 | 25 | 50 | 736.6 | 749.3 | 795.0 | 802.3 | 800.5 |
| 25 | 25 | 75 | 691.4 | 699.0 | 735.0 | 739.5 | 737.6 |
| 25 | 50 | 25 | 737.9 | 752.3 | 797.2 | 803.9 | 802.4 |
| 25 | 50 | 50 | 712.6 | 725.4 | 772.5 | 778.1 | 776.6 |
| 25 | 50 | 75 | 666.1 | 675.1 | 711.7 | 715.3 | 713.8 |
| 25 | 75 | 25 | 688.4 | 695.3 | 742.2 | 747.3 | 745.5 |
| 25 | 75 | 50 | 659.2 | 668.5 | 715.9 | 721.5 | 719.7 |
| 25 | 75 | 75 | 612.0 | 618.2 | 655.1 | 658.7 | 656.8 |
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| 50 | 25 | 25 | 715.4 | 728.0 | 766.0 | 774.2 | 772.6 |
| 50 | 25 | 50 | 685.8 | 695.6 | 741.3 | 748.4 | 746.8 |
| 50 | 25 | 75 | 641.8 | 648.3 | 681.2 | 685.6 | 684.0 |
| 50 | 50 | 25 | 691.6 | 704.1 | 743.5 | 749.7 | 748.7 |
| 50 | 50 | 50 | 660.5 | 671.7 | 718.8 | 723.9 | 722.9 |
| 50 | 50 | 75 | 616.5 | 624.4 | 658.0 | 661.0 | 660.1 |
| 50 | 75 | 25 | 641.3 | 647.2 | 688.5 | 693.6 | 691.8 |
| 50 | 75 | 50 | 607.1 | 614.8 | 662.3 | 667.8 | 666.0 |
| 50 | 75 | 75 | 561.9 | 567.5 | 601.4 | 605.0 | 603.1 |
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| 75 | 25 | 25 | 619.1 | 628.7 | 667.3 | 675.9 | 673.8 |
| 75 | 25 | 50 | 594.0 | 601.9 | 642.5 | 650.1 | 648.0 |
| 75 | 25 | 75 | 538.1 | 544.0 | 582.5 | 587.2 | 585.2 |
| 75 | 50 | 25 | 593.9 | 604.8 | 644.7 | 651.4 | 649.9 |
| 75 | 50 | 50 | 569.6 | 578.1 | 620.0 | 625.6 | 624.2 |
| 75 | 50 | 75 | 513.4 | 520.1 | 559.2 | 562.8 | 561.3 |
| 75 | 75 | 25 | 540.3 | 547.8 | 589.8 | 594.7 | 593.0 |
| 75 | 75 | 50 | 513.2 | 521.1 | 563.5 | 569.0 | 567.2 |
| 75 | 75 | 75 | 456.9 | 463.2 | 502.7 | 506.1 | 504.3 |