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. Author manuscript; available in PMC: 2024 Jan 19.
Published in final edited form as: Ann Appl Stat. 2023 Sep 7;17(3):2165–2191. doi: 10.1214/22-aoas1713

Table 6.

Results from 1000 simulated datasets with the network regenerated for each dataset with 100 components for IPW1 (left) and IPW2 (right) for exposed (a=1), not exposed (a=0), and marginal estimators under allocation strategies 25%, 50%, and 75%.

True IPW1 IPW2
Bias ESE ASE ECP Bias ESE ASE ECP
Y^(1,0.25) 0.2489 0.0023 0.0487 0.0467 0.89 −0.0099 0.0518 0.0457 0.93
Y^(1,0.5) 0.2270 0.0018 0.0271 0.0274 0.94 −0.0037 0.0324 0.0317 0.96
Y^(1,0.75) 0.2058 −0.0008 0.0425 0.0500 0.90 −0.0052 0.0275 0.0274 0.96
Y^(0,0.25) 0.2281 <0.0001 0.0366 0.0491 0.93 −0.0013 0.0223 0.0237 0.97
Y^(0,0.5) 0.2745 0.0015 0.0257 0.0298 0.97 −0.0023 0.0230 0.0246 0.96
Y^(0,0.75) 0.3249 0.0050 0.0479 0.0541 0.92 −0.0018 0.0161 0.0177 0.98
Y^(0.25) 0.2333 0.0006 0.0296 0.0388 0.94 −0.0051 0.0340 0.0329 0.94
Y^(0.5) 0.2508 0.0017 0.0187 0.0213 0.97 −0.0168 0.0542 0.0510 0.94
Y^(0.75) 0.2356 0.0007 0.0336 0.0387 0.91 −0.0081 0.0295 0.0289 0.95