TrialEmulation: Causal Analysis of Observational Time-to-Event Data

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>.

Package details

AuthorRoonak Rezvani [aut] (<https://orcid.org/0000-0001-5580-5058>, Original package author), Isaac Gravestock [aut, cre] (<https://orcid.org/0000-0003-0283-2065>), Li Su [aut], Medical Research Council (MRC) [fnd], F. Hoffmann-La Roche AG [cph, fnd]
MaintainerIsaac Gravestock <isaac.gravestock@roche.com>
LicenseApache License (>= 2)
Version0.0.3.9
URL https://causal-lda.github.io/TrialEmulation/ https://github.com/Causal-LDA/TrialEmulation
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("TrialEmulation")

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TrialEmulation documentation built on Sept. 11, 2024, 9:06 p.m.