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SortedEffects: Estimation and Inference Methods for Sorted Causal Effects and Classification Analysis

Implements the estimation and inference methods for sorted causal effects and classification analysis as in Chernozhukov, Fernandez-Val and Luo (2018) <doi:10.3982/ECTA14415>.

Version: 1.7.0
Depends: R (≥ 2.10)
Imports: boot, graphics, Hmisc, pbapply, parallel, quantreg, SparseM, stats
Suggests: knitr, rmarkdown
Published: 2022-03-22
DOI: 10.32614/CRAN.package.SortedEffects
Author: Shuowen Chen [aut, cre], Victor Chernozhukov [aut], Ivan Fernandez-Val [aut], Ye Luo [aut]
Maintainer: Shuowen Chen <swchen at bu.edu>
License: MIT + file LICENSE
URL: https://github.com/shuowencs/SortedEffects
NeedsCompilation: no
Materials: README NEWS
In views: CausalInference
CRAN checks: SortedEffects results

Documentation:

Reference manual: SortedEffects.pdf
Vignettes: Sorted Effects

Downloads:

Package source: SortedEffects_1.7.0.tar.gz
Windows binaries: r-devel: SortedEffects_1.7.0.zip, r-release: SortedEffects_1.7.0.zip, r-oldrel: SortedEffects_1.7.0.zip
macOS binaries: r-release (arm64): SortedEffects_1.7.0.tgz, r-oldrel (arm64): SortedEffects_1.7.0.tgz, r-release (x86_64): SortedEffects_1.7.0.tgz, r-oldrel (x86_64): SortedEffects_1.7.0.tgz
Old sources: SortedEffects archive

Linking:

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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.