Continuous Time Causal Models

Implements the semiparametric efficient estimators of continuous-time causal models for time-varying treatments and confounders in the presence of dependent censoring (including structural failure time model and Cox proportional hazards marginal structural model). S. Yang, K. Pieper, and F. Cools (2019) .


Reference manual

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1.0 by Shannon Holloway, 7 months ago

Browse source code at

Authors: Shu Yang [aut] , Shannon Holloway [aut, cre]

Documentation:   PDF Manual  

GPL (>= 2) license

Imports zoo, stats, methods

Depends on dplyr, survival

Suggests rmarkdown, knitr

See at CRAN