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A method of clustering functional data using subregion information of the curves. It is intended to supplement the 'fda' and 'fda.usc' packages in functional data object clustering. It also facilitates the printing and plotting of the results in a tree format and limits the partitioning candidates into a specific set of subregions.
Version: | 0.1.2 |
Depends: | R (≥ 3.3.0) |
Imports: | cluster (≥ 2.0.5), dplyr (≥ 1.0.0), fda, fda.usc (≥ 1.3.0), ggplot2, graphics, monoClust (≥ 1.2.0), purrr (≥ 0.3.0), rlang (≥ 0.3.0), stats, tibble (≥ 3.0.0), tidyr (≥ 1.0.0) |
Suggests: | covr, knitr, lubridate, rmarkdown, testthat, vdiffr |
Published: | 2021-02-16 |
DOI: | 10.32614/CRAN.package.puls |
Author: | Mark Greenwood |
Maintainer: | Tan Tran <vinhtantran at gmail.com> |
BugReports: | https://github.com/vinhtantran/puls/issues |
License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
URL: | https://vinhtantran.github.io/puls/, https://github.com/vinhtantran/puls |
NeedsCompilation: | no |
Materials: | README NEWS |
CRAN checks: | puls results |
Reference manual: | puls.pdf |
Vignettes: |
Partitioning Using Local Subregions |
Package source: | puls_0.1.2.tar.gz |
Windows binaries: | r-devel: puls_0.1.2.zip, r-release: puls_0.1.2.zip, r-oldrel: puls_0.1.2.zip |
macOS binaries: | r-release (arm64): puls_0.1.2.tgz, r-oldrel (arm64): puls_0.1.2.tgz, r-release (x86_64): puls_0.1.2.tgz, r-oldrel (x86_64): puls_0.1.2.tgz |
Old sources: | puls archive |
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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.
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