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InvariantCausalPrediction: Invariant Causal Prediction

Confidence intervals for causal effects, using data collected in different experimental or environmental conditions. Hidden variables can be included in the model with a more experimental version.

Version: 0.8
Depends: glmnet, mboost
Published: 2019-11-10
DOI: 10.32614/CRAN.package.InvariantCausalPrediction
Author: Nicolai Meinshausen
Maintainer: Nicolai Meinshausen <meinshausen at stat.math.ethz.ch>
License: GPL-2 | GPL-3 [expanded from: GPL]
NeedsCompilation: no
In views: CausalInference
CRAN checks: InvariantCausalPrediction results

Documentation:

Reference manual: InvariantCausalPrediction.pdf

Downloads:

Package source: InvariantCausalPrediction_0.8.tar.gz
Windows binaries: r-devel: InvariantCausalPrediction_0.8.zip, r-release: InvariantCausalPrediction_0.8.zip, r-oldrel: InvariantCausalPrediction_0.8.zip
macOS binaries: r-release (arm64): InvariantCausalPrediction_0.8.tgz, r-oldrel (arm64): InvariantCausalPrediction_0.8.tgz, r-release (x86_64): InvariantCausalPrediction_0.8.tgz, r-oldrel (x86_64): InvariantCausalPrediction_0.8.tgz
Old sources: InvariantCausalPrediction archive

Reverse dependencies:

Reverse imports: miRLAB
Reverse suggests: CompareCausalNetworks

Linking:

Please use the canonical form https://CRAN.R-project.org/package=InvariantCausalPrediction to link to this page.

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.