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) .


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install.packages("contTimeCausal")

1.0 by Shannon Holloway, 14 days ago


Browse source code at https://github.com/cran/contTimeCausal


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