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This is the Set R package, implementing the methods developed in the paper: "A Decision-Theory Approach to Interpretable Set Analysis for High-Dimensional Data" by SM Boca, H Corrada Bravo, B Caffo, JT Leek, G Parmigiani Biometrics, 2013, 69(3):614-623. http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3927844/ http://onlinelibrary.wiley.com/doi/10.1111/biom.12060/full