Causal Inference for Latent Markov Models Using the Parametric G-Formula
Sociological Methods & Research
Published online on September 26, 2025
Abstract
Sociological Methods & Research, Ahead of Print.
The parametric g-formula can be used to estimate causal effects of time-varying exposures on observable outcomes. It resolves intermediate confounding in such settings by specifying several parametric models, one each for every time-varying variable, and ...
The parametric g-formula can be used to estimate causal effects of time-varying exposures on observable outcomes. It resolves intermediate confounding in such settings by specifying several parametric models, one each for every time-varying variable, and ...