Generation | Estimation | Â | Â | Â | Unadjusted | Weighted | Doubly Robust | |||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
PM | SM | PM | SM | n | Nodes | S(1000) | \(\sqrt {\text {MSE}}\) | Bias | \(\sqrt {\text {MSE}}\) | Bias | \(\sqrt {\text {MSE}}\) | Bias |
1 | 1 | 1 | 1 | 1000 | 1-10 | 0.4808 | 0.0908 | -0.0287 | 0.0987 | -0.0060 | 0.0845 | 0.0093 |
 |  |  |  |  | 11-20 | 0.4808 | 0.0299 | -0.0071 | 0.0292 | -0.0004 | 0.0262 | 0.0011 |
 |  |  |  |  | >20 | 0.4808 | 0.1113 | 0.0728 | 0.1002 | 0.0001 | 0.0935 | 0.0183 |
1 | 1 | 1 | 1 | 5000 | 1-10 | 0.4769 | 0.0459 | -0.0259 | 0.0436 | 0.0002 | 0.0373 | 0.0027 |
 |  |  |  |  | 11-20 | 0.4769 | 0.0147 | -0.0073 | 0.0128 | -0.0005 | 0.0113 | -0.0001 |
 |  |  |  |  | >20 | 0.4769 | 0.0836 | 0.0756 | 0.0463 | -0.0001 | 0.0417 | 0.0029 |
1 | 1 | 1 | 1 | 10000 | 1-10 | 0.4775 | 0.0356 | -0.0235 | 0.0306 | 0.0005 | 0.0261 | 0.0017 |
 |  |  |  |  | 11-20 | 0.4775 | 0.0116 | -0.0071 | 0.0093 | -0.0002 | 0.0080 | 0.0000 |
 |  |  |  |  | >20 | 0.4775 | 0.0786 | 0.0742 | 0.0336 | -0.0007 | 0.0298 | 0.0013 |
[5pt] 2 | 2 | 2 | 2 | 1000 | 1-10 | 0.4108 | 0.0948 | -0.0329 | 0.1067 | -0.0060 | 0.0951 | 0.0102 |
 |  |  |  |  | 11-20 | 0.4108 | 0.0293 | -0.0070 | 0.0288 | -0.0005 | 0.0265 | 0.0005 |
 |  |  |  |  | >20 | 0.4108 | 0.1091 | 0.0728 | 0.0968 | 0.0006 | 0.0927 | 0.0160 |
2 | 2 | 2 | 2 | 5000 | 1-10 | 0.4067 | 0.0498 | -0.0312 | 0.0463 | 0.0003 | 0.0414 | 0.0031 |
 |  |  |  |  | 11-20 | 0.4067 | 0.0141 | -0.0068 | 0.0125 | -0.0002 | 0.0116 | -0.0001 |
 |  |  |  |  | >20 | 0.4067 | 0.0778 | 0.0697 | 0.0439 | -0.0001 | 0.0410 | 0.0018 |
2 | 2 | 2 | 2 | 10000 | 1-10 | 0.4069 | 0.0391 | -0.0289 | 0.0320 | -0.0012 | 0.0292 | 0.0002 |
 |  |  |  |  | 11-20 | 0.4069 | 0.0111 | -0.0064 | 0.0092 | 0.0002 | 0.0084 | 0.0002 |
 |  |  |  |  | >20 | 0.4069 | 0.0739 | 0.0695 | 0.0322 | 0.0006 | 0.0300 | 0.0016 |
[5pt] 2 | 3 | 2 | 3 | 1000 | 1-10 | 0.4108 | 0.0948 | -0.0329 | 0.1067 | -0.0060 | 0.0951 | 0.0102 |
 |  |  |  |  | 11-20 | 0.2971 | 0.0283 | -0.0044 | 0.0284 | 0.0001 | 0.0269 | 0.0014 |
 |  |  |  |  | >20 | 0.5514 | 0.1056 | 0.0727 | 0.0978 | 0.0009 | 0.0895 | 0.0186 |
2 | 3 | 2 | 3 | 5000 | 1-10 | 0.4067 | 0.0498 | -0.0312 | 0.0463 | 0.0003 | 0.0414 | 0.0031 |
 |  |  |  |  | 11-20 | 0.2941 | 0.0131 | -0.0046 | 0.0125 | -0.0000 | 0.0120 | 0.0001 |
 |  |  |  |  | >20 | 0.5461 | 0.0764 | 0.0687 | 0.0443 | 0.0002 | 0.0390 | 0.0027 |
2 | 3 | 2 | 3 | 10000 | 1-10 | 0.4069 | 0.0391 | -0.0289 | 0.0320 | -0.0012 | 0.0292 | 0.0002 |
 |  |  |  |  | 11-20 | 0.2936 | 0.0099 | -0.0045 | 0.0090 | 0.0000 | 0.0086 | 0.0001 |
 |  |  |  |  | >20 | 0.5473 | 0.0708 | 0.0666 | 0.0317 | -0.0001 | 0.0281 | 0.0015 |
[5pt] 3 | 2 | 3 | 2 | 1000 | 1-10 | 0.4108 | 0.1562 | -0.1401 | 0.1061 | -0.0082 | 0.0949 | 0.0100 |
 |  |  |  |  | 11-20 | 0.4108 | 0.0292 | 0.0011 | 0.0292 | -0.0001 | 0.0264 | 0.0009 |
 |  |  |  |  | >20 | 0.4108 | 0.1930 | 0.1710 | 0.1110 | 0.0099 | 0.0969 | 0.0241 |
3 | 2 | 3 | 2 | 5000 | 1-10 | 0.4067 | 0.1429 | -0.1399 | 0.0455 | -0.0023 | 0.0416 | 0.0008 |
 |  |  |  |  | 11-20 | 0.4067 | 0.0133 | 0.0010 | 0.0133 | 0.0000 | 0.0122 | 0.0002 |
 |  |  |  |  | >20 | 0.4067 | 0.1754 | 0.1711 | 0.0490 | 0.0010 | 0.0414 | 0.0020 |
3 | 2 | 3 | 2 | 10000 | 1-10 | 0.4069 | 0.1362 | -0.1345 | 0.0324 | -0.0006 | 0.0300 | 0.0007 |
 |  |  |  |  | 11-20 | 0.4069 | 0.0095 | 0.0011 | 0.0094 | 0.0000 | 0.0086 | 0.0001 |
 |  |  |  |  | >20 | 0.4069 | 0.1721 | 0.1698 | 0.0349 | 0.0002 | 0.0297 | 0.0008 |