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contTimeCausal  

Continuous Time Causal Models
View on CRAN: Click here


Download and install contTimeCausal package within the R console
Install from CRAN:
install.packages("contTimeCausal")

Install from Github:
library("remotes")
install_github("cran/contTimeCausal")

Install by package version:
library("remotes")
install_version("contTimeCausal", "1.1")



Attach the package and use:
library("contTimeCausal")
Maintained by
Shannon T. Holloway
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-06-09
Latest Update: 2022-06-06
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) .
How to cite:
Shannon T. Holloway (2021). contTimeCausal: Continuous Time Causal Models. R package version 1.1, https://cran.r-project.org/web/packages/contTimeCausal. Accessed 05 Aug. 2026.
Previous versions and publish date:
(2026-07-09 07:28), 1.0 (2021-06-09 13:40)
Other packages that cited contTimeCausal R package
View contTimeCausal citation profile
Other R packages that contTimeCausal depends, imports, suggests or enhances
Complete documentation for contTimeCausal
Functions, R codes and Examples using the contTimeCausal R package
Some associated functions: ctCoxMSM . ctSFTM . ctcData . print . 
Some associated R codes: IPCWStep.R . VStep.R . VStep2.R . ctCoxMSM.R . ctSFTM.R . ctcData.R . print.ctc.R . verifyInputs.R . zooStep.R .  Full contTimeCausal package functions and examples
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