Nguyen TQ, Dafoe A, Ogburn EL. (Accepted). The magnitude and direction of collider bias for binary variables. Epidemiologic Methods. arXiv: 1609.00606v3
Nguyen TQ, Ackerman A, Schmid I, Cole SR, Stuart EA. (2018). Sensitivity analyses for effect modifiers not observed in the target population when generalizing treatment effects from a randomized controlled trial: Assumptions, models, effect scales, data scenarios, and implementation details. Plos One. doi: 10.1371/journal.pone.0208795. [PDF] [supplements s1, s2, s3, s4, s5, s6, s7, s8, s9]
Lenis D, Nguyen TQ, Dong NB, Stuart EA. (2017). It's all about balance: propensity score matching in the context of complex survey data. Biostatistics. doi: 10.1093/biostatistics/kxx063.
Nguyen TQ, Ebnesajjad C, Cole SR, Stuart EA. (2017). Sensitivity analysis for an unobserved moderator in RCT-to-target-population generalization of treatment effects. The Annals of Applied Statistics. 11(1):225-247. doi: 10.1214/16-AOAS1001. [PDF] (Section 4 of this paper has an error. Please see note on the right.)
Nguyen TQ, Webb-Vargas Y, Koning IM, Stuart EA. (2016). Causal mediation analysis with a binary outcome and multiple continuous or ordinal mediators: Simulations and application to an alcohol intervention. Structural Equation Modeling: A Multidisciplinary Journal. 23(3):368-383. doi: 10.1080/10705511.2015.1062730. [PDF] [accepted manuscript] (See web appendix on the right.)
Nguyen TQ, Ebnesajjad C, Hong H, Stuart EA. Propensity score weighting analysis when a confounder is a latent variable: Correction of measurement error bias using the “inclusive” factor score.