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 Guo ORCID iD [aut, cre], Haoyue Song [aut], Lixing Zhu [aut]
Maintainer: Guangbao Guo <ggb11111111 at 163.com>
License: MIT + file LICENSE
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:

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