Description Usage Arguments Value Author(s) References Examples
We used a phylogenetic tree of OTUs from a real throat microbiome data set, which consists of 856 OTUs after discarding singleton OTUs. Then based on a complicate statistical meodel, we generated the OTU counts for each individual to simulate the feature of real microbiome data.
1 | simulateData(nSam=100, s=12, ncluster = 20, mu = 1000, size = 25)
|
nSam |
Sample size, the default value is 100. |
s |
The indicator of informative cluster. |
ncluster |
Positive integer specifying the number of clusters of they phylogenetic tree. |
mu |
The mean of the negative binomial distribution. |
size |
The size of the negative binomial distribution |
A list object, including the informative OTU counts table and whole OTU counts table.
Chong Wu
Chong, W., Pan, W. (2015) An Adaptive Association Test for Microbiome Data, submitted.
1 2 | OTU = simulateData()
OTU
|
Loading required package: vegan
Loading required package: permute
Loading required package: lattice
This is vegan 2.4-4
Loading required package: ape
Loading required package: aSPU
Loading required package: gee
Loading required package: MASS
Loading required package: mvtnorm
Loading required package: fields
Loading required package: spam
Loading required package: dotCall64
Loading required package: grid
Spam version 2.1-1 (2017-07-02) is loaded.
Type 'help( Spam)' or 'demo( spam)' for a short introduction
and overview of this package.
Help for individual functions is also obtained by adding the
suffix '.spam' to the function name, e.g. 'help( chol.spam)'.
Attaching package: 'spam'
The following objects are masked from 'package:base':
backsolve, forwardsolve
Loading required package: maps
Loading required package: matrixStats
Loading required package: cluster
Attaching package: 'cluster'
The following object is masked from 'package:maps':
votes.repub
$informative.OTU
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