Table 2.
Simulation scenario 2. In each cell, mean (sd) based on 200 replicates.
Full | CC | IPW | BPCA | PCA-TSR | NWDA | ||
---|---|---|---|---|---|---|---|
Missing M1 | |||||||
Main | TP20 | 7.3(1.7) | 4.3(2.7) | 4.4(2.6) | 2.6(1.5) | 2.6(1.4) | 5.7(2.3) |
TP40 | 7.5(1.5) | 5.9(2.3) | 5.9(2.4) | 3.5(1.7) | 3.2(1.7) | 6.6(2.2) | |
TP.EBIC | 7.0(2.1) | 5.0(2.8) | 4.9(2.9) | 2.3(1.6) | 2.2(1.5) | 5.4(2.7) | |
FP.EBIC | 2.7(3.5) | 15.9(19.8) | 15.0(19.9) | 21.1(13.1) | 25.0(14.7) | 4.9(3.9) | |
SSE.EBIC | 3.38(13.62) | 9.10(14.55) | 8.77(13.95) | 11.80(12.81) | 13.40(11.46) | 5.06(9.30) | |
Interaction | TP20 | 5.3(1.6) | 3.5(2.4) | 3.3(2.4) | 1.9(1.8) | 2.2(2.0) | 4.1(2.3) |
TP40 | 5.3(1.6) | 3.5(2.6) | 3.6(2.6) | 2.2(2.0) | 2.4(2.2) | 4.8(2.3) | |
TP.EBIC | 4.9(1.7) | 3.1(2.5) | 3.1(2.6) | 1.2(1.5) | 1.0(1.5) | 3.7(2.3) | |
FP.EBIC | 2.5(2.0) | 2.2(2.5) | 2.1(2.4) | 3.0(3.8) | 2.0(2.9) | 2.2(2.7) | |
SSE.EBIC | 0.87(1.10) | 2.34(1.98) | 2.25(2.02) | 5.26(3.55) | 5.03(3.50) | 2.88(2.29) | |
| |||||||
Missing M2 | |||||||
Main | TP20 | 4.1(2.6) | 4.2(2.7) | 2.8(1.8) | 2.8(1.8) | 5.8(2.1) | |
TP40 | 5.9(2.3) | 5.1(2.3) | 3.4(1.9) | 3.4(1.9) | 6.7(2.1) | ||
TP.EBIC | 5.1(2.7) | 5.1(2.9) | 2.5(1.6) | 2.4(1.7) | 5.4(2.6) | ||
FP.EBIC | 12.5(17.9) | 18.0(22.1) | 16.1(13.3) | 17.3(11.1) | 5.7(6.2) | ||
SSE.EBIC | 5.99(10.02) | 9.11(14.24) | 10.82(6.04) | 13.65(9.56) | 5.33(9.61) | ||
Interaction | TP20 | 3.4(2.5) | 3.5(2.4) | 1.7(2.0) | 1.8(2.0) | 4.4(2.3) | |
TP40 | 3.5(2.6) | 3.5(2.6) | 2.3(2.3) | 2.1(2.3) | 5.0(2.3) | ||
TP.EBIC | 3.2(2.6) | 3.1(2.6) | 0.9(1.3) | 0.7(1.1) | 3.1(2.2) | ||
FP.EBIC | 2.9(3.2) | 2.4(3.9) | 1.4(2.6) | 1.6(3.0) | 2.2(3.6) | ||
SSE.EBIC | 2.48(2.24) | 2.25(1.93) | 4.38(2.47) | 5.06(4.04) | 2.65(2.07) |