params: params

Description Arguments Author(s)

Description

parameters name and their descriptions

Arguments

methReads

The matrix methReads contains the number of methylated reads spanning a CpG-site. The rows represent the CpG sites in rowRanges and the columns represent the samples in colData.

totalReads

The matrix totalReads contains the number of reads spanning a CpG-site. The rows represent the CpG sites in rowRanges and the columns represent the samples in colData.

methLevels

The matrix methLevels contains the predicted methylation level spanning a CpG-site using Bayesian functional regression models. The rows represent the CpG sites in rowRanges and the columns represent the samples in colData.

rowRanges

A GRanges or GRangesList object describing the ranges of interest. Names, if present, become the row names of the SummarizedExperiment object. The length of the GRanges or GRangesList must equal the number of rows of the matrices in assays. If rowRanges is missing, a SummarizedExperiment instance is returned.

colData

Object of class 'DataFrame' containing information on variable values of the samples

metadata

A list of storing MCMC samples or DMCs

object

A BSDMC-class object

value

An integer matrix

name

A character list

obj1

A BSDMC-class

obj2

A BSDMC-class

files

A character list

file

A character

nCores

An integer value specifying the number of machine cores for parallel computing

mc.cores

An integer greater than 0

pSize

An integer value specifying the number of cytosines in a regrion to be used in a Bayesian functiona regression model for DMC detection

bwa

An integer value specifying the band-width size of B-spline basis matrix for a natural cubic spline for the group-specific effects of the Bayesian functional regression model

bwb

An integer value specifying the band-width size of B-spline basis matrix for a natural cubic spline for the individual-specific effects of the Bayesian functional regression model

nBurn

An integer value specifying the number of burn-in samples

nThin

An integer value specifying the thining number in MCMC

nMC

An integer value specifying the number of MCMC samples after burn-in

sdv

An double value specifying the standard deviation of priors

alpha

A numeric value specifying the level of α in credible interval (1-α)\%

col

A character vector indicating which colors to alternate.

sfiles

A logical value indicating whether files to be saved or not.

region

An integer vector of length two specifying which subset of the object to be plotted

nSplit

A integer value specifying the number of subsets must be done for plotting the results of DMC identification

parList

A list specifying plots parameters, see par

...

other possible parameters

Author(s)

Farhad Shokoohi <shokoohi@icloud.com>


DMCFB documentation built on Nov. 8, 2020, 8:03 p.m.