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ISR: The Iterated Score Regression-Based Estimation

We use the ISR to handle with PCA-based missing data with high correlation, and the DISR to handle with distributed PCA-based missing data. The philosophy of the package is described in Guo G. (2024) <doi:10.1080/03610918.2022.2091779>.

Version:2025.5.16
Depends:R (≥ 3.5.0)
Imports:MASS, stats
Suggests:testthat (≥ 3.0.0)
Published:2025-05-16
DOI:10.32614/CRAN.package.ISR
Author:Guangbao GuoORCID iD [aut, cre], Haoyue Song [aut], Lixing Zhu [aut]
Maintainer:Guangbao Guo <ggb11111111 at 163.com>
License:MIT + fileLICENSE
NeedsCompilation:no
CRAN checks:ISR results

Documentation:

Reference manual:ISR.html ,ISR.pdf

Downloads:

Package source: ISR_2025.5.16.tar.gz
Windows binaries: r-devel:ISR_2025.5.16.zip, r-release:ISR_2025.5.16.zip, r-oldrel:ISR_2025.5.16.zip
macOS binaries: r-release (arm64):ISR_2025.5.16.tgz, r-oldrel (arm64):ISR_2025.5.16.tgz, r-release (x86_64):ISR_2025.5.16.tgz, r-oldrel (x86_64):ISR_2025.5.16.tgz
Old sources: ISR archive

Linking:

Please use the canonical formhttps://CRAN.R-project.org/package=ISRto link to this page.


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