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DESCRIPTION
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Package: CausalModels
Type: Package
Title: Causal Inference Modeling for Estimation of Causal Effects
Version: 0.2.1
Authors@R:
c(person(given = "Joshua",
family = "Anderson",
role = c("aut", "cre", "cph"),
email = "[email protected]"),
person(given = "Cyril",
family = "Rakovski",
role = "rev",
email = "[email protected]"),
person(given = "Yesha",
family = "Patel",
role = "rev"),
person(given = "Erin",
family = "Lee",
role = "rev"))
Maintainer: Joshua Anderson <[email protected]>
Description:
Provides an array of statistical models common in causal inference such as
standardization, IP weighting, propensity matching, outcome regression, and doubly-robust
estimators. Estimates of the average treatment effects from each model are given with the
standard error and a 95% Wald confidence interval (Hernan, Robins (2020) <https://miguelhernan.org/whatifbook/>).
License: GPL-3
URL: https://github.com/ander428/CausalModels
BugReports: https://github.com/ander428/CausalModels/issues
Encoding: UTF-8
RoxygenNote: 7.1.2
Language: en-US
Imports: stats, causaldata, boot, multcomp, geepack
NeedsCompilation: no
Packaged: 2025-04-25 21:05:40 UTC; joshu
Author: Joshua Anderson [aut, cre, cph],
Cyril Rakovski [rev],
Yesha Patel [rev],
Erin Lee [rev]
Repository: CRAN
Date/Publication: 2025-04-25 21:20:01 UTC