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Provides basic tools and wrapper functions for computing clusters of instances described by multiple time-to-event censored endpoints. From long-format datasets, where one instance is described by one or more dated records, the main function, 'make_state_matrices()', creates state matrices. Based on these matrices, optimised procedures using the Jaccard distance between instances enable the construction of longitudinal typologies. The package is under active development, with additional tools for graphical representation of typologies planned. For methodological details, see our accompanying paper: 'Delord M, Douiri A (2025) <doi:10.1186/s12874-025-02476-7>'.
Version: | 1.1.1 |
Depends: | R (≥ 3.5) |
Imports: | Rcpp, fastkmedoids, RcppParallel (≥ 5.1.10), data.table, dplyr, Matrix |
LinkingTo: | Rcpp, RcppArmadillo, RcppParallel |
Suggests: | knitr, rmarkdown, cluster, fastcluster |
Published: | 2025-06-02 |
DOI: | 10.32614/CRAN.package.MSCA |
Author: | Marc Delord |
Maintainer: | Marc Delord <mdelord at gmail.com> |
License: | GPL-3 |
NeedsCompilation: | yes |
SystemRequirements: | GNU make |
Materials: | NEWS |
CRAN checks: | MSCA results |
Reference manual: | MSCA.pdf |
Vignettes: |
MSCA (source, R code) |
Package source: | MSCA_1.1.1.tar.gz |
Windows binaries: | r-devel: MSCA_1.1.1.zip, r-release: MSCA_1.1.1.zip, r-oldrel: MSCA_1.1.1.zip |
macOS binaries: | r-release (arm64): MSCA_1.1.1.tgz, r-oldrel (arm64): MSCA_1.1.1.tgz, r-release (x86_64): MSCA_1.1.1.tgz, r-oldrel (x86_64): MSCA_1.1.1.tgz |
Old sources: | MSCA 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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