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Implementation of the nonparametric bounds for the average causal effect under an instrumental variable model by Balke and Pearl (Bounds on Treatment Effects from Studies with Imperfect Compliance, JASA, 1997, 92, 439, 1171-1176, <doi:10.2307/2965583>). The package can calculate bounds for a binary outcome, a binary treatment/phenotype, and an instrument with either 2 or 3 categories. The package implements bounds for situations where these 3 variables are measured in the same dataset (trivariate data) or where the outcome and instrument are measured in one study and the treatment/phenotype and instrument are measured in another study (bivariate data).
Version: | 0.1.6 |
Depends: | R (≥ 4.0.0) |
Suggests: | dplyr, knitr, rmarkdown, shiny, testthat, tidyr |
Published: | 2024-06-13 |
DOI: | 10.32614/CRAN.package.bpbounds |
Author: | Tom Palmer |
Maintainer: | Tom Palmer <remlapmot at hotmail.com> |
BugReports: | https://github.com/remlapmot/bpbounds/issues |
License: | GPL-3 |
URL: | https://github.com/remlapmot/bpbounds, https://remlapmot.github.io/bpbounds/ |
NeedsCompilation: | no |
Citation: | bpbounds citation info |
Materials: | README NEWS |
In views: | CausalInference |
CRAN checks: | bpbounds results |
Reference manual: | bpbounds.pdf |
Vignettes: |
Nonparametric bounds for the average causal effect: bpbounds examples |
Package source: | bpbounds_0.1.6.tar.gz |
Windows binaries: | r-devel: bpbounds_0.1.6.zip, r-release: bpbounds_0.1.6.zip, r-oldrel: bpbounds_0.1.6.zip |
macOS binaries: | r-release (arm64): bpbounds_0.1.6.tgz, r-oldrel (arm64): bpbounds_0.1.6.tgz, r-release (x86_64): bpbounds_0.1.6.tgz, r-oldrel (x86_64): bpbounds_0.1.6.tgz |
Old sources: | bpbounds 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.
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