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A graphical and automated pipeline for the analysis of short time-series in R ('santaR'). This approach is designed to accommodate asynchronous time sampling (i.e. different time points for different individuals), inter-individual variability, noisy measurements and large numbers of variables. Based on a smoothing splines functional model, 'santaR' is able to detect variables highlighting significantly different temporal trajectories between study groups. Designed initially for metabolic phenotyping, 'santaR' is also suited for other Systems Biology disciplines. Command line and graphical analysis (via a 'shiny' application) enable fast and parallel automated analysis and reporting, intuitive visualisation and comprehensive plotting options for non-specialist users.
Version: | 1.2.4 |
Depends: | R (≥ 4.2) |
Imports: | plyr (≥ 1.8.9), foreach (≥ 1.5.2), doParallel (≥ 1.0.17), pcaMethods (≥ 1.92.0), ggplot2 (≥ 3.5.0), gridExtra (≥ 2.3), reshape2 (≥ 1.4.3), iterators (≥ 1.0.9), shiny (≥ 1.8.0), bslib, DT (≥ 0.9) |
Suggests: | knitr, rmarkdown, pander, R.rsp, testthat |
Published: | 2024-03-07 |
DOI: | 10.32614/CRAN.package.santaR |
Author: | Arnaud Wolfer |
Maintainer: | Arnaud Wolfer <adwolfer at gmail.com> |
BugReports: | https://github.com/adwolfer/santaR/issues/new |
License: | GPL-3 |
URL: | https://github.com/adwolfer/santaR, https://adwolfer.github.io/santaR/ |
NeedsCompilation: | no |
Materials: | README NEWS |
CRAN checks: | santaR results |
Package source: | santaR_1.2.4.tar.gz |
Windows binaries: | r-devel: santaR_1.2.4.zip, r-release: santaR_1.2.4.zip, r-oldrel: santaR_1.2.4.zip |
macOS binaries: | r-release (arm64): santaR_1.2.4.tgz, r-oldrel (arm64): santaR_1.2.4.tgz, r-release (x86_64): santaR_1.2.4.tgz, r-oldrel (x86_64): santaR_1.2.4.tgz |
Old sources: | santaR archive |
Please use the canonical form https://CRAN.R-project.org/package=santaR 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.
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