R/CommKern.R

In CommKern: Network-Based Communities and Kernel Machine Methods

#' CommKern
#'
#' @description
#' The CommKern package provides a streamlined implementation in the design and
#' analysis of network community structures with specific applications to
#' neuroimaging data. The hierarchical multimodal spinglass (HMS) algorithm has
#' been developed as a novel community detection algorithm, while the
#' semiparametric kernel machine methods allow for statistical inference to be
#' performed to test for potential associations between these community
#' structures and an outcome of interest, whether binary or continuous.
#'
#' This package was part of Alexandria Jensen's Ph.D. dissertation which was
#' overseen by her advisor Debashis Ghosh. Peter DeWitt provided extensive
#' mentorship on the creation of this package.
#'
#' @docType package
#' @name CommKern
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