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 about
install.packages("remotes") library("remotes") install_github(repo = "bryanhanson/ChemoSpec@master") 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.
ChemoSpecUtils to work. It should install automatically, but if not, you can use a command similar to the above to install it.
To see a pdf version of the vignette, use the following. For the html version, see here.
This project is released with a Contributor Code of Conduct. By contributing, you agree to abide by its terms.
If you would like to contribute to the project, please see Contributing Guide.