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MaximinInfer: Inference for Maximin Effects in High-Dimensional Settings

Implementation of the sampling and aggregation method for the covariate shift maximin effect, which was proposed in <doi:10.48550/arXiv.2011.07568>. It constructs the confidence interval for any linear combination of the high-dimensional maximin effect.

Version: 2.0.0
Depends: R (≥ 2.10)
Imports: MASS, stats, CVXR, glmnet, intervals, SIHR
Suggests: knitr, rmarkdown
Published: 2023-04-12
DOI: 10.32614/CRAN.package.MaximinInfer
Author: Zhenyu Wang; Zijian Guo
Maintainer: Zhenyu Wang <zw425 at stat.rutgers.edu>
License: GPL-3
NeedsCompilation: no
Materials: README
CRAN checks: MaximinInfer results

Documentation:

Reference manual: MaximinInfer.pdf

Downloads:

Package source: MaximinInfer_2.0.0.tar.gz
Windows binaries: r-devel: MaximinInfer_2.0.0.zip, r-release: MaximinInfer_2.0.0.zip, r-oldrel: MaximinInfer_2.0.0.zip
macOS binaries: r-release (arm64): MaximinInfer_2.0.0.tgz, r-oldrel (arm64): MaximinInfer_2.0.0.tgz, r-release (x86_64): MaximinInfer_2.0.0.tgz, r-oldrel (x86_64): MaximinInfer_2.0.0.tgz
Old sources: MaximinInfer archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=MaximinInfer 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.
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