cABCanalysis

R and python implementation of the computed ABC Analysis for rational selection of the most informative variables. Features calculation using monotonic splines, edge-case handling (see details here), base R plots as well as GGPLots.

Install R package

The package can be installed from CRAN:

install.packages("cABCanalysis")

from this github repository using the remotes package:

remotes::install_github("AndreHDev/cABC_Analysis")

or manually by cloning this repository and running

devtools::install("path/to/cABC_Analysis")

Reference

If you use this tool in your research, please cite the original publication:

Ultsch A, Lötsch J (2015) "Computed ABC Analysis for Rational Selection of Most Informative Variables in Multivariate Data". PLoS ONE 10(6): e0129767.

doi:10.1371/journal.pone.0129767