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Infers the causal effect of an intervention on a multivariate response through the use of Multivariate Bayesian Structural Time Series models (MBSTS) as described in Menchetti & Bojinov (2020) <doi:10.48550/arXiv.2006.12269>. The package also includes functions for model building and forecasting.
| Version: | 0.1.1 |
| Depends: | KFAS, R (≥ 3.5.0) |
| Imports: | CholWishart, forecast, MASS, Matrix, MixMatrix |
| Suggests: | testthat, knitr, rmarkdown |
| Published: | 2021-10-05 |
| DOI: | 10.32614/CRAN.package.CausalMBSTS |
| Author: | Iavor Bojinov [aut], Fiammetta Menchetti [aut, cre], Victoria L. Prince [ctb], Ista Zahn [ctb] |
| Maintainer: | Fiammetta Menchetti <fiammetta.menchetti at gmail.com> |
| BugReports: | https://github.com/FMenchetti/CausalMBSTS/issues |
| License: | GPL (≥ 3) |
| NeedsCompilation: | no |
| Materials: | NEWS |
| In views: | CausalInference |
| CRAN checks: | CausalMBSTS results |
| Reference manual: | CausalMBSTS.pdf |
| Vignettes: |
Working example of causal inference with CausalMBSTS package |
| Package source: | CausalMBSTS_0.1.1.tar.gz |
| Windows binaries: | r-devel: CausalMBSTS_0.1.1.zip, r-release: CausalMBSTS_0.1.1.zip, r-oldrel: CausalMBSTS_0.1.1.zip |
| macOS binaries: | r-release (arm64): CausalMBSTS_0.1.1.tgz, r-oldrel (arm64): CausalMBSTS_0.1.1.tgz, r-release (x86_64): CausalMBSTS_0.1.1.tgz, r-oldrel (x86_64): CausalMBSTS_0.1.1.tgz |
| Old sources: | CausalMBSTS archive |
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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.