causaloptim-package: An Interface to Specify Causal Graphs and Compute Bounds on...
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causaloptim-package R Documentation
An Interface to Specify Causal Graphs and Compute Bounds on Causal Effects
Description
Specify causal graphs using a visual interactive interface and then analyze them and compute symbolic bounds for the causal effects in terms of the observable parameters.
Details
Run the shiny app by results <- specify_graph(). See detailed instructions in the vignette browseVignettes("causaloptim").
Author(s)
Michael C Sachs, Arvid Sjölander, Gustav Jonzon, Alexander Balke, Colorado Reed, and Erin Gabriel
Maintainer: Michael C Sachs <sachsmc at gmail.com>
References
Sachs, M. C., Jonzon, G., Sjölander, A., & Gabriel, E. E. (2023). A general method for deriving tight symbolic bounds on causal effects. Journal of Computational and Graphical Statistics, 32(2), 567-576. https://www.tandfonline.com/doi/full/10.1080/10618600.2022.2071905 .
See Also
browseVignettes('causaloptim') specify_graph
causaloptim documentation built on Oct. 17, 2024, 9:08 a.m.
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| causaloptim-package | R Documentation |
An Interface to Specify Causal Graphs and Compute Bounds on Causal Effects
Description
Specify causal graphs using a visual interactive interface and then analyze them and compute symbolic bounds for the causal effects in terms of the observable parameters.
Details
Run the shiny app by results <- specify_graph(). See detailed instructions in the vignette browseVignettes("causaloptim").
Author(s)
Michael C Sachs, Arvid Sjölander, Gustav Jonzon, Alexander Balke, Colorado Reed, and Erin Gabriel Maintainer: Michael C Sachs <sachsmc at gmail.com>
References
Sachs, M. C., Jonzon, G., Sjölander, A., & Gabriel, E. E. (2023). A general method for deriving tight symbolic bounds on causal effects. Journal of Computational and Graphical Statistics, 32(2), 567-576. https://www.tandfonline.com/doi/full/10.1080/10618600.2022.2071905 .
See Also
browseVignettes('causaloptim') specify_graph
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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