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. Author manuscript; available in PMC: 2014 Sep 10.
Published in final edited form as: Stat Med. 2014 Feb 27;33(20):3509–3527. doi: 10.1002/sim.6120

Table 1.

GMM Analyses and Causal Effect Estimation

Assumptions Estimating Likelihood Estimating Procedure
(A1)–(A5) (1) & (2) Step 1: Jo, Wang, Ialongo (2009) hybrid GMM
(3) Step 2: stratum-specific propensity score
(4) Step 3: IPW logistic regression

(A1)–(A5) (1) & (2) Step 1: Muthén and Brown (2009) GMM
(3) Step 2: stratum-specific propensity score
(4) Step 3: IPW logistic regression