|
a |
|
b/man/getNEMO.Rd |
|
|
1 |
% Generated by roxygen2: do not edit by hand |
|
|
2 |
% Please edit documentation in R/getNEMO.R |
|
|
3 |
\name{getNEMO} |
|
|
4 |
\alias{getNEMO} |
|
|
5 |
\title{Get subtypes from NEMO} |
|
|
6 |
\usage{ |
|
|
7 |
getNEMO( |
|
|
8 |
data = NULL, |
|
|
9 |
N.clust = NULL, |
|
|
10 |
type = rep("gaussian", length(data)), |
|
|
11 |
num.neighbors = NA |
|
|
12 |
) |
|
|
13 |
} |
|
|
14 |
\arguments{ |
|
|
15 |
\item{data}{List of matrices.} |
|
|
16 |
|
|
|
17 |
\item{N.clust}{Number of clusters.} |
|
|
18 |
|
|
|
19 |
\item{type}{Data type corresponding to the list of matrics, which can be gaussian, binomial or possion.} |
|
|
20 |
|
|
|
21 |
\item{num.neighbors}{The number of neighbors to use for each omic.} |
|
|
22 |
} |
|
|
23 |
\value{ |
|
|
24 |
A list with the following components: |
|
|
25 |
|
|
|
26 |
\code{fit} an object returned by \link[NEMO]{nemo.clustering}. |
|
|
27 |
|
|
|
28 |
\code{clust.res} a data.frame storing sample ID and corresponding clusters. |
|
|
29 |
|
|
|
30 |
\code{mo.method} a string value indicating the method used for multi-omics integrative clustering. |
|
|
31 |
} |
|
|
32 |
\description{ |
|
|
33 |
This function wraps the NEMO (Neighborhood based multi-omics clustering) algorithm and provides standard output for `getMoHeatmap()` and `getConsensusMOIC()`. |
|
|
34 |
} |
|
|
35 |
\examples{ |
|
|
36 |
# There is no example and please refer to vignette. |
|
|
37 |
} |
|
|
38 |
\references{ |
|
|
39 |
Rappoport N, Shamir R (2019). NEMO: cancer subtyping by integration of partial multi-omic data. Bioinformatics, 35(18):3348-3356. |
|
|
40 |
} |