ISR: The Iterated Score Regression-Based Estimation Algorithm

Algorithm to handle with PCA-based missing data, where ISR is for PCA-based missing data with high correlation and DISR is for distributed PCA-based missing data. The philosophy of the package is described in Guo G. (2020) <doi:10.1080/02331888.2020.1823979>.

Version: 2022.4.22
Depends: R (≥ 3.5.0)
Imports: MASS, stats
Suggests: testthat (≥ 3.0.0)
Published: 2022-04-22
DOI: 10.32614/CRAN.package.ISR
Author: Guangbao Guo ORCID iD [aut, cre], Haoyue Song [aut], Lixing Zhu [aut]
Maintainer: Guangbao Guo <ggb11111111 at>
License: MIT + file LICENSE
NeedsCompilation: no
CRAN checks: ISR results


Reference manual: ISR.pdf


Package source: ISR_2022.4.22.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): ISR_2022.4.22.tgz, r-oldrel (arm64): ISR_2022.4.22.tgz, r-release (x86_64): ISR_2022.4.22.tgz, r-oldrel (x86_64): ISR_2022.4.22.tgz
Old sources: ISR archive


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