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November 20, 2021 18:56
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d163bf7.txt
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| xtabs(val ~ dgp + estimator + metric + target, DF.table.long, subset = n == 2000) | |
| , , metric = CLF, target = RMST | |
| estimator | |
| dgp VT SRC1 SRC2 IPCW CSF | |
| type1 0.26015800 0.23058600 0.25583400 0.21411400 0.19654800 | |
| type2 0.26030400 0.21983600 0.24268800 0.21657200 0.14402200 | |
| type3 0.19990800 0.17275800 0.20015600 0.08673400 0.08790600 | |
| type4 0.19212837 0.13838581 0.15726132 0.03206281 0.02763727 | |
| , , metric = MSE, target = RMST | |
| estimator | |
| dgp VT SRC1 SRC2 IPCW CSF | |
| type1 1.20396359 0.65744150 0.96573601 0.50894121 0.21856235 | |
| type2 4.24723605 1.63480028 2.77586404 1.48830540 0.91194995 | |
| type3 66.94291850 40.85558584 50.89682144 14.71410915 12.14534208 | |
| type4 9.30345364 4.12037401 6.16525518 2.09131940 2.02723843 | |
| , , metric = MSE.excess, target = RMST | |
| estimator | |
| dgp VT SRC1 SRC2 IPCW CSF | |
| type1 6.32612194 3.45229075 5.08311795 2.51312072 1.01891484 | |
| type2 5.39040560 2.00341355 3.49352323 1.73420012 1.01079581 | |
| type3 6.44794468 3.88798421 4.88389930 1.29152062 1.04175101 | |
| type4 6.00690942 2.57985181 3.91766876 1.20611482 1.16983422 | |
| , , metric = CLF, target = survival.probability | |
| estimator | |
| dgp VT SRC1 SRC2 IPCW CSF | |
| type1 0.25460400 0.22841600 0.25665400 0.21236600 0.19581600 | |
| type2 0.27954400 0.24043400 0.26715400 0.25291200 0.18499400 | |
| type3 0.21661000 0.19001000 0.21627200 0.09845000 0.09464600 | |
| type4 0.19894318 0.14637619 0.15455014 0.05586346 0.04006620 | |
| , , metric = MSE, target = survival.probability | |
| estimator | |
| dgp VT SRC1 SRC2 IPCW CSF | |
| type1 1.47829990 0.52347192 1.01444541 0.47991128 0.38488287 | |
| type2 1.67814627 0.57937925 1.11586406 0.56006381 0.40685035 | |
| type3 1.56162148 0.97449019 1.21089992 0.41256428 0.36784893 | |
| type4 1.59320565 0.67660996 1.06671269 0.44307234 0.40309661 | |
| , , metric = MSE.excess, target = survival.probability | |
| estimator | |
| dgp VT SRC1 SRC2 IPCW CSF | |
| type1 4.44046021 1.54178641 3.02933991 1.31450081 1.05025843 | |
| type2 4.78182986 1.61403215 3.17420081 1.43923707 1.02234175 | |
| type3 4.96642568 3.07746143 3.84122782 1.17084376 1.04127243 | |
| type4 4.98988634 2.06604366 3.30192933 1.25999822 1.13654855 | |
| > xtabs(coverage ~ dgp + Xi + target, tab) | |
| , , target = RMST | |
| Xi | |
| dgp 0.2 0.4 0.6 0.8 | |
| type1 0.92 0.86 0.94 0.96 | |
| type2 0.91 0.94 0.95 0.92 | |
| type3 0.95 0.95 0.93 0.91 | |
| type4 0.80 0.93 0.95 0.94 | |
| , , target = survival.probability | |
| Xi | |
| dgp 0.2 0.4 0.6 0.8 | |
| type1 0.94 0.88 0.93 0.97 | |
| type2 0.94 0.96 0.96 0.90 | |
| type3 0.93 0.95 0.93 0.95 | |
| type4 0.84 0.94 0.95 0.95 | |
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