The hardware and bandwidth for this mirror is donated by dogado GmbH, the Webhosting and Full Service-Cloud Provider. Check out our Wordpress Tutorial.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]dogado.de.
Implements the JICO algorithm [Wang, P., Wang, H., Li, Q., Shen, D., & Liu, Y. (2022). <doi:10.48550/arXiv.2209.12388>], which solves 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. It provides the implementation of the algorithm so solve the iterative continuum regression problem with fixed rank selection, as well as the cross-validation function to perform hyperparameter tuning.
| Version: | 0.0 |
| Imports: | nleqslv, Matrix, MASS, rlist |
| Suggests: | testthat (≥ 3.0.0) |
| Published: | 2023-05-08 |
| 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_0.0.tar.gz |
| Windows binaries: | r-devel: JICO_0.0.zip, r-release: JICO_0.0.zip, r-oldrel: JICO_0.0.zip |
| macOS binaries: | r-release (arm64): JICO_0.0.tgz, r-oldrel (arm64): JICO_0.0.tgz, r-release (x86_64): JICO_0.0.tgz, r-oldrel (x86_64): JICO_0.0.tgz |
Please use the canonical form https://CRAN.R-project.org/package=JICO to link to this page.
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.
Health stats visible at Monitor.