The hardware and bandwidth for this mirror is donated by METANET, the Webhosting and Full Service-Cloud Provider.
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[@]metanet.ch.
Implements the Factor-Augmented Clustering Tree (FACT) algorithm for clustering time series data. The method constructs a classification tree where splits are determined by covariates, and the splitting criterion is based on a group factor model representation of the time series within each node. Both threshold-based and permutation-based tests are supported for splitting decisions, with an option for parallel computation. For methodological details, see Hu, Li, Luo, and Wang (2025, in preparation), Factor-Augmented Clustering Tree for Time Series.
| Version: | 0.1.0 |
| Depends: | R (≥ 3.5.0) |
| Imports: | irlba, foreach, doParallel, parallel, doRNG, mvtnorm |
| Suggests: | knitr, rmarkdown, testthat (≥ 3.0.0) |
| Published: | 2025-12-10 |
| DOI: | 10.32614/CRAN.package.factree |
| Author: | Jiaqi Hu [cre, aut], Ting Li [ctb] (Assisted with methodology), Zidan Luo [ctb] (Assisted with methodology), Xueqin Wang [ctb] (Assisted with methodology) |
| Maintainer: | Jiaqi Hu <hujiaqi at mail.ustc.edu.cn> |
| License: | MIT + file LICENSE |
| NeedsCompilation: | no |
| Materials: | NEWS |
| CRAN checks: | factree results |
| Reference manual: | factree.html , factree.pdf |
| Package source: | factree_0.1.0.tar.gz |
| Windows binaries: | r-devel: factree_0.1.0.zip, r-release: not available, r-oldrel: factree_0.1.0.zip |
| macOS binaries: | r-release (arm64): factree_0.1.0.tgz, r-oldrel (arm64): factree_0.1.0.tgz, r-release (x86_64): factree_0.1.0.tgz, r-oldrel (x86_64): factree_0.1.0.tgz |
Please use the canonical form https://CRAN.R-project.org/package=factree 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.