DataGenerating: Generate random data on tree

In DAFOT: Detector of Active Flow on a Tree

Description

DataGenerating generate data from Dirichlet-multinomial distribution.

Usage

DataGenerating(mP, mQ, alphaP, alphaQ, n)

Arguments

mP	an integer. The number of samples in the first group
mQ	an integer. The number of samples in the second group
alphaP	A vector of numeric. the parameter in Dirichlet distribution for the first group
alphaQ	A vector of numeric. the parameter in Dirichlet distribution for the second group
n	an integer. The number of reads drawn for each sample.

Details

This function is used to generate m distributions from Dirichlet, and draw samples from multinomial distribution.

Value

DataGenerating returns a list of two matrix of the raw data generated from Dirichlet-multinomial distribution.

Author(s)

Shulei Wang

See Also

DAFOT

Examples

alphaP=rep(100,1)
alphaQ=rep(100,2)
DataGenerating(100,100,alphaP,alphaQ,10000)

DAFOT documentation built on Oct. 9, 2019, 5:04 p.m.