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stat.ME2024
trajmsm: An R package for Trajectory Analysis and Causal Modeling
Awa Diop, Caroline Sirois, Jason R. Guertin +3
The R package trajmsm provides functions designed to simplify the estimation of the parameters of a model combining latent class growth analysis (LCGA), a trajectory analysis techn…
stat.ME2024
Evaluation and comparison of covariate balance metrics in studies with time-dependent confounding
David Adenyo, Jason R. Guertin, Bernard Candas +2
Marginal structural models have been increasingly used by analysts in recent years to account for confounding bias in studies with time-varying treatments. The parameters of these…
stat.ME2021
Marginal structural models with Latent Class Growth Modeling of Treatment Trajectories
Awa Diop, Caroline Sirois, Jason Robert Guertin +1
In a real-life setting, little is known regarding the effectiveness of statins for primary prevention among older adults, and analysis of observational data can add crucial informa…