--- a +++ b/man/nemo.clustering.Rd @@ -0,0 +1,30 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/getNEMO.R +\name{nemo.clustering} +\alias{nemo.clustering} +\title{NEMO clustering} +\usage{ +nemo.clustering(omics.list, num.clusters = NULL, num.neighbors = NA) +} +\arguments{ +\item{omics.list}{A list of the data to be clustered, where each an entry is a matrix of features x samples.} + +\item{k}{The number of neighbors to use for each omic. It can either be a number, a list of numbers +or NA. If it is a number, this is the number of neighbors used for all omics. If this is a list, +the number of neighbors are taken for each omic from that list. If it is NA, each omic chooses the +number of neighbors to be the number of samples divided by NUM.NEIGHBORS.RATIO.} +} +\value{ +A single matrix measuring similarity between the samples across all omics. +} +\description{ +Performs multi-omic clustering on a datset using the NEMO algorithm. +Uses nemo.num.clusters to estimate the number of clusters. +} +\references{ +Rappoport N, Shamir R (2019). NEMO: cancer subtyping by integration of partial multi-omic data. Bioinformatics, 35(18):3348-3356. +} +\author{ +Nimrod Rappoport +} +\keyword{internal}