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contTimeCausal (version 1.1)

Continuous Time Causal Models

Description

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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Version

Install

install.packages('contTimeCausal')

Monthly Downloads

221

Version

1.1

License

GPL (>= 2)

Maintainer

Shannon Holloway

Last Published

June 6th, 2022

Functions in contTimeCausal (1.1)

ctcData

Toy Dataset For Illustration
ctCoxMSM

Continuous-time Cox Marginal Structural Model
print

Print the Primary Results
ctSFTM

Continuous-time Structural Failure Time Model