R/hddtest.R

In AmandaRP/hddtest: Hypothesis Testing for High Dimensional Discrete Data

#' hddtest: Two-sample hypothesis testing for high dimensional discrete disributions
#'
#' The hdd test package provides functionality for two-sample hypothesis testing
#' of high dimensional discrete data. Currently, testing of multinomial data
#' is supported.
#'
#' @section hddtest functions:
#' multinom.test,
#' multinom.neighborhood.test,
#' genMultinomialData,
#' mvbinary.test,
#' genMVBinaryData
#'
#' @section Data:
#' twoNewsGroups
#'
#' @section Vignettes:
#' \code{vignette("multinomial-neighborhood-test-vignette")}
#'
#' @section Authors:
#' Amanda Peterson
#'
#' @section References:
#' \itemize{
#' \item Amanda Plunkett & Junyong Park (2018) \emph{Two-Sample Test for Sparse High Dimensional Multinomial Distributions}, TEST, \url{https://doi.org/10.1007/s11749-018-0600-8}
#' \item Amanda Plunkett & Junyong Park (2017) \emph{Two-sample Tests for Sparse High-Dimensional Binary Data}, Communications in Statistics - Theory and Methods, 46:22, 11181-11193
#' }
#' @docType package
#' @name hddtest
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