Skip to main content
. 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 5.

Results from 1000 simulated datasets on TRIP network further dividing the network into 20 components using IPW1 (left) and IPW2 (right) for exposed (a=1), not exposed (a=0), and marginal estimators under allocation strategies 25%, 50%, and 75% with exposure generating model Ai=Bern(logit1(1.4Z1,i+2Z2,i1.5Z3,i+1.2Z4,i)).

True IPW1 IPW2
Bias ESE ASE ECP Bias ESE ASE ECP
Y^(1,0.25) 0.2493 0.0445 0.161 0.095 0.61 0.0409 0.100 0.075 0.71
Y^(1,0.5) 0.2274 0.0295 0.179 0.094 0.64 0.0197 0.089 0.073 0.80
Y^(1,0.75) 0.2057 0.0194 0.290 0.111 0.57 0.0422 0.093 0.065 0.64
Y^(0,0.25) 0.2295 0.0160 0.141 0.087 0.72 0.0214 0.064 0.060 0.86
Y^(0,0.5) 0.2765 0.0306 0.149 0.092 0.69 0.0318 0.063 0.067 0.86
Y^(0,0.75) 0.3264 0.0589 0.189 0.113 0.59 0.0923 0.094 0.076 0.56
Y^(0.25) 0.2345 0.0231 0.115 0.077 0.71 0.0263 0.054 0.055 0.84
Y^(0.5) 0.2520 0.0300 0.118 0.079 0.70 0.0258 0.053 0.059 0.87
Y^(0.75) 0.2358 0.0293 0.227 0.099 0.60 0.0547 0.072 0.058 0.62