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CICI: Causal Inference with Continuous (Multiple Time Point) Interventions

Estimation of counterfactual outcomes for multiple values of continuous interventions at different time points, and plotting of causal dose-response curves. Details are given in Schomaker, McIlleron, Denti, Diaz (2024) <doi:10.48550/arXiv.2305.06645>.

Version: 0.9.3
Depends: R (≥ 4.0)
Imports: mgcv, glmnet, ggplot2, parallel, doParallel, foreach, doRNG, rngtools
Published: 2024-11-01
DOI: 10.32614/CRAN.package.CICI
Author: Michael Schomaker [aut, cre]
Maintainer: Michael Schomaker <michael.schomaker at stat.uni-muenchen.de>
License: GPL-2
NeedsCompilation: no
Citation: CICI citation info
CRAN checks: CICI results

Documentation:

Reference manual: CICI.pdf

Downloads:

Package source: CICI_0.9.3.tar.gz
Windows binaries: r-devel: CICI_0.9.3.zip, r-release: CICI_0.9.3.zip, r-oldrel: CICI_0.9.3.zip
macOS binaries: r-release (arm64): CICI_0.9.3.tgz, r-oldrel (arm64): CICI_0.9.3.tgz, r-release (x86_64): CICI_0.9.3.tgz, r-oldrel (x86_64): CICI_0.9.3.tgz
Old sources: CICI archive

Linking:

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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.