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R functions for the chemometric analysis of spectra
bryanhanson/ChemoSpec
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ChemoSpec
is a collection of functions for top-down exploratory data analysis of spectral data including nuclear magnetic resonance (NMR), infrared (IR), Raman, X-ray fluorescence (XRF) and other similar types of spectroscopy. Includes functions for plotting and inspecting spectra, peak alignment, hierarchical cluster analysis (HCA), principal components analysis (PCA) and model-based clustering. Robust methods appropriate for this type of high-dimensional data are available.ChemoSpec
is designed for structured experiments, such as metabolomics investigations, where the samples fall into treatment and control groups. Graphical output is formatted consistently for publication quality plots.ChemoSpec
is intended to be very user friendly and to help you get usable results quickly. A vignette covering typical operations is available.
Learn more aboutChemoSpec
chooseCRANmirror()# choose a CRAN mirrorinstall.packages("ChemoSpec")library("ChemoSpec")
install.packages("remotes")library("remotes")install_github(repo="bryanhanson/ChemoSpec@main")library("ChemoSpec")
If you use@some_other_branch
you can download other branches that might be available. They may or may not pass CRAN checks and thus may not install automatically using the method above. Check the NEWS file to see what's up.
ChemoSpec
requiresChemoSpecUtils
to work. It should install automatically, but if not, you can use a command similar to the above to install it.
To access the vignettes, use the following, or visithere.
browseVignettes("ChemoSpec")
This project is released with aContributor Code of Conduct. By contributing, you agree to abide by its terms.
If you would like to contribute to the project, please seeContributing Guide.
ChemoSpec
is distributed under the GPL-3 license, as stated in the DESCRIPTION file. For more info, see theGPL site.
Questions?hanson@depauw.edu
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R functions for the chemometric analysis of spectra