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TrialEmulation  

Causal Analysis of Observational Time-to-Event Data
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("TrialEmulation", "0.0.4.9")



Attach the package and use:
library("TrialEmulation")
Maintained by
Isaac Gravestock
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-08-25
Latest Update: 2025-06-13
Description:
Implements target trial emulation methods to apply randomized clinical trial design and analysis in an observational setting. Using marginal structural models, it can estimate intention-to-treat and per-protocol effects in emulated trials using electronic health records. A description and application of the method can be found in Danaei et al (2013) <doi:10.1177/0962280211403603>.
How to cite:
Isaac Gravestock (2023). TrialEmulation: Causal Analysis of Observational Time-to-Event Data. R package version 0.0.4.9, https://cran.r-project.org/web/packages/TrialEmulation. Accessed 17 Jul. 2026.
Previous versions and publish date:
(2026-07-09 08:28), 0.0.3.2 (2023-08-25 09:40), 0.0.3.8 (2024-01-24 14:53), 0.0.3.9 (2024-09-09 14:10), 0.0.4.0 (2024-11-29 18:10), 0.0.4.2 (2025-02-21 13:30), 0.0.4.5 (2025-06-13 12:10), 0.0.4.8 (2025-11-19 09:50), 0.0.4.9 (2026-01-14 09:30)
Other packages that cited TrialEmulation R package
View TrialEmulation citation profile
Other R packages that TrialEmulation depends, imports, suggests or enhances
Complete documentation for TrialEmulation
Functions, R codes and Examples using the TrialEmulation R package
Full TrialEmulation package functions and examples
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