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The automated clustering and quantification of the digital PCR data is based on the combination of 'DBSCAN' (Hahsler et al. (2019) <doi:10.18637/jss.v091.i01>) and 'c-means' (Bezdek et al. (1981) <doi:10.1007/978-1-4757-0450-1>) algorithms. The analysis is independent of multiplexing geometry, dPCR system, and input amount. The details about input data and parameters are available in the vignette.
Version: | 2.0.1 |
Depends: | R (≥ 4.0.0) |
Imports: | cluster, dbscan, e1071, exactci, ggplot2, ggpubr, graphics, raster, rlist, scales, shiny, shinyjs, stats, stringr, utils |
Suggests: | knitr, rmarkdown, testthat |
Published: | 2023-08-12 |
DOI: | 10.32614/CRAN.package.dPCP |
Author: | Alfonso De Falco [aut, cre], Michel Mittelbronn [ctb], Christophe Olinger [ctb], Daniel Stieber [ctb], Laboratoire national de santé [cph] |
Maintainer: | Alfonso De Falco <alfonsodefalco90 at gmail.com> |
BugReports: | https://github.com/alfodefalco/dPCP/issues |
License: | MIT + file LICENSE |
URL: | https://github.com/alfodefalco/dPCP |
NeedsCompilation: | no |
Citation: | dPCP citation info |
CRAN checks: | dPCP results |
Reference manual: | dPCP.pdf |
Vignettes: |
Digital PCR Cluster Predictor: a Universal Tool for the Automated Analysis of Multiplex Digital PCR Data |
Package source: | dPCP_2.0.1.tar.gz |
Windows binaries: | r-devel: dPCP_2.0.1.zip, r-release: dPCP_2.0.1.zip, r-oldrel: dPCP_2.0.1.zip |
macOS binaries: | r-release (arm64): dPCP_2.0.1.tgz, r-oldrel (arm64): dPCP_2.0.1.tgz, r-release (x86_64): dPCP_2.0.1.tgz, r-oldrel (x86_64): dPCP_2.0.1.tgz |
Old sources: | dPCP archive |
Please use the canonical form https://CRAN.R-project.org/package=dPCP 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.