An R package that implements the JICO algorithm [Wang, P., Wang, H., Li, Q., Shen, D., & Liu, Y. (2024). <Journal of Computational and Graphical Statistics, 33(3), 763-773>]. It aims at solving the multi-group regression problem. The algorithm decomposes the responses from multiple groups into shared and group-specific components, which are driven by low-rank approximations of joint and individual structures from the covariates respectively.
| Version: | 0.1 |
| Imports: | nleqslv, Matrix, MASS, rlist |
| Suggests: | testthat (≥ 3.0.0) |
| Published: | 2025-01-21 |
| DOI: | 10.32614/CRAN.package.JICO |
| Author: | Peiyao Wang [aut, cre] |
| Maintainer: | Peiyao Wang <peiyaow76 at gmail.com> |
| License: | GPL (≥ 3) |
| NeedsCompilation: | no |
| Materials: | README NEWS |
| CRAN checks: | JICO results |
| Reference manual: | JICO.pdf |
| Package source: | JICO_0.1.tar.gz |
| Windows binaries: | r-devel: JICO_0.1.zip, r-release: JICO_0.1.zip, r-oldrel: JICO_0.1.zip |
| macOS binaries: | r-devel (arm64): JICO_0.1.tgz, r-release (arm64): JICO_0.1.tgz, r-oldrel (arm64): JICO_0.1.tgz, r-devel (x86_64): JICO_0.1.tgz, r-release (x86_64): JICO_0.1.tgz, r-oldrel (x86_64): JICO_0.0.tgz |
| Old sources: | JICO archive |
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