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MicrobTiSDA: Microbiome Time-Series Data Analysis

Provides tools specifically designed for analyzing longitudinal microbiome data. This tool integrates seven functional modules, providing a systematic framework for microbiome time-series analysis. For more details on inferences involving interspecies interactions see Fisher (2014) <doi:10.1371/journal.pone.0102451>. Details on this package are also described in an unpublished manuscript.

Version: 0.1.0
Depends: R (≥ 3.5)
Imports: caret, cluster, dplyr, ggdendro, ggplot2, ggraph, MASS, mgcv, plyr, pracma, randomForest, reshape2, scales, splines, stats, tibble, tidygraph, tidyr, vegan, visNetwork
Suggests: knitr, rmarkdown, testthat (≥ 3.0.0)
Published: 2025-09-22
DOI: 10.32614/CRAN.package.MicrobTiSDA
Author: Shijia Li ORCID iD [aut, cre]
Maintainer: Shijia Li <s.li2 at uva.nl>
BugReports: https://github.com/Lishijiagg/MicrobTiSDA/issues
License: MIT + file LICENSE
URL: https://github.com/Lishijiagg/MicrobTiSDA
NeedsCompilation: no
Materials: README
CRAN checks: MicrobTiSDA results

Documentation:

Reference manual: MicrobTiSDA.html , MicrobTiSDA.pdf
Vignettes: MicrobTiSDA (source, R code)

Downloads:

Package source: MicrobTiSDA_0.1.0.tar.gz
Windows binaries: r-devel: MicrobTiSDA_0.1.0.zip, r-release: MicrobTiSDA_0.1.0.zip, r-oldrel: MicrobTiSDA_0.1.0.zip
macOS binaries: r-release (arm64): MicrobTiSDA_0.1.0.tgz, r-oldrel (arm64): MicrobTiSDA_0.1.0.tgz, r-release (x86_64): MicrobTiSDA_0.1.0.tgz, r-oldrel (x86_64): MicrobTiSDA_0.1.0.tgz

Linking:

Please use the canonical form https://CRAN.R-project.org/package=MicrobTiSDA 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.