Package: GCalignR 1.0.7.1

GCalignR: Simple Peak Alignment for Gas-Chromatography Data

Aligns peak based on peak retention times and matches homologous peaks across samples. The underlying alignment procedure comprises three sequential steps. (1) Full alignment of samples by linear transformation of retention times to maximise similarity among homologous peaks (2) Partial alignment of peaks within a user-defined retention time window to cluster homologous peaks (3) Merging rows that are likely representing homologous substances (i.e. no sample shows peaks in both rows and the rows have similar retention time means). The algorithm is described in detail in Ottensmann et al., 2018 <doi:10.1371/journal.pone.0198311>.

Authors:Meinolf Ottensmann [aut, cre], Martin Stoffel [aut], Hazel J. Nichols [aut], Joseph I. Hoffman [aut]

GCalignR_1.0.7.1.tar.gz
GCalignR_1.0.7.1.zip(r-4.5)GCalignR_1.0.7.1.zip(r-4.4)GCalignR_1.0.7.1.zip(r-4.3)
GCalignR_1.0.7.1.tgz(r-4.4-any)GCalignR_1.0.7.1.tgz(r-4.3-any)
GCalignR_1.0.7.1.tar.gz(r-4.5-noble)GCalignR_1.0.7.1.tar.gz(r-4.4-noble)
GCalignR_1.0.7.1.tgz(r-4.4-emscripten)GCalignR_1.0.7.1.tgz(r-4.3-emscripten)
GCalignR.pdf |GCalignR.html
GCalignR/json (API)
NEWS

# Install 'GCalignR' in R:
install.packages('GCalignR', repos = c('https://mottensmann.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/mottensmann/gcalignr/issues

Datasets:
  • aligned_peak_data - Aligned Gas-Chromatography data
  • peak_data - Gas-chromatography data for Antarctic Fur Seals
  • peak_factors - Grouping factors corresponding to gas-chromatography data of Antarctic Fur Seals

On CRAN:

15 exports 5 stars 1.92 score 46 dependencies 3 mentions 40 scripts 387 downloads

Last updated 3 months agofrom:9bf14b6960. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKSep 02 2024
R-4.5-winOKSep 02 2024
R-4.5-linuxOKSep 02 2024
R-4.4-winOKSep 02 2024
R-4.4-macOKSep 02 2024
R-4.3-winOKSep 02 2024
R-4.3-macOKSep 02 2024

Exports:align_chromatogramscheck_inputchoose_optimal_referencedraw_chromatogramfind_peaksgc_heatmaplinear_transformationmerge_redundant_rowsnorm_peakspeak_interspaceread_empower2read_peak_listremove_blanksremove_singletonssimple_chroma

Dependencies:bitbit64clicliprcolorspacecpp11crayonfansifarverggplot2gluegtablehmsisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepbapplypillarpkgconfigplyrprettyunitsprogressR6RColorBrewerRcppreadrreshape2rlangscalesstringistringrtibbletidyselecttzdbutf8vctrsviridisLitevroomwithr

GCalignR Step by Step

Rendered fromGCalignR_step_by_step.Rmdusingknitr::rmarkdownon Sep 02 2024.

Last update: 2024-07-03
Started: 2016-05-13

GCalignR: How does the Algorithms work?

Rendered fromGCalignR_How_does_the_Algorithm_work.Rmdusingknitr::rmarkdownon Sep 02 2024.

Last update: 2020-08-20
Started: 2018-06-21

Readme and manuals