R/colon.R

In statcodes/RaSE: Random Subspace Ensemble Classification and Variable Screening

#' Colon data set.
#'
#' Alon et al.'s Colon cancer dataset containing information on 62 samples for 2000 genes. The samples belong to tumor and normal colon tissues.
#'
#' @format A list with the predictor matrix \code{x} and binary 0/1 response vector \code{y}.
#' @source
#' The link to this data set: \url{http://genomics-pubs.princeton.edu/oncology/}
#' @references
#' Alon, U., Barkai, N., Notterman, D.A., Gish, K., Ybarra, S., Mack, D. and Levine, A.J., 1999. \emph{Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon tissues probed by oligonucleotide arrays. Proceedings of the National Academy of Sciences, 96(12), pp.6745-6750.}
#'
#' Tian, Y. and Feng, Y., 2021. \emph{RaSE: A Variable Screening Framework via Random Subspace Ensembles. arXiv preprint arXiv:2102.03892.}
"colon"