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. Author manuscript; available in PMC: 2021 Jun 1.
Published in final edited form as: J R Stat Soc Ser A Stat Soc. 2020 Apr 25;183(3):1293–1311. doi: 10.1111/rssa.12564

Figure 1.

Figure 1

Simulation results from 1,000 simulated cohorts and survey samples with each cohort and survey sample fitted to the correct propensity model and six misspecified propensity models†.

†The true model (T) is logit{p(x)} ~ age, hh_inc, Env, z. The misspecified models are underfitted model (U1) logit{p(x)} ~ age, Env, z; underfitted model (U2) logit{p(x) ~ ag, Env; model (M) logit{p(x)} ~ age, Env, Hisp, sex; overfitted model (O1) logit{p(x)} ~ age, hh_inc, Env, z, Hisp; overfitted model (O2) logit{p(x)} ~ age, hh_inc, Env, z, Hisp, sex; and overfitted model (O3) logit{p(x)} ~ age, hh_inc, Env, z, urb.