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Below is a list of citations having time-varying exposure (1) as a keyword.

Almirall, Daniel, Griffin, Beth Ann, McCaffrey, Daniel F., Ramchand, Rajeev, Yuen, Robert A., and Murphy, Susan A. Time-varying effect moderation using the structural nested mean model: estimation using inverse-weighted regression with residuals. Statistics in Medicine. 2014. 33, (20): 3466-3487.
Keywords: effect modification; inverse-probability-of-treatment weighting; time-varying confounding; time-varying covariates; time-varying exposure; time-varying treatment