radius of circle to be altered, in xy units of the chip addressing system
used by xy2indices in the cdf package
valgen
function of parameter n that generates n values to be inserted in the
altered region
Value
set* functions return AffyBatch instance with intensities modified as requested
get* functions return numeric vectors of intensities as requested.
Author(s)
Vince Carey <stvjc@channing.harvard.edu>
Examples
library(affydata)
data(Dilution)
opar = par(no.readonly=TRUE)
par(mfrow=c(2,2))
hist(Dilution, main="original")
image(Dilution[,1], main="original")
#
# we will contaminate in two ways: thin line at fixed low intensity, and
# circular blob at moderate random intensity
#
ab = setRectRegion(Dilution, 1, xinds=25:30, yinds=1:620,
vals=10)
ab = setCircRegion(ab, 1, valgen=function(n){
rnorm(n, 350,50)})
hist(ab, main="chip 1 contaminated by normal")
image(ab[,1], main="chip 1 contaminated")
ex = getCircRegion(Dilution, 1)
length(ex)
ab = setCircRegion(Dilution, 1, vals=pmin(2*ex,65535))
image(ab[,1], main="chip 1 contaminated by doubling")
par(opar)
Results
R version 3.3.1 (2016-06-21) -- "Bug in Your Hair"
Copyright (C) 2016 The R Foundation for Statistical Computing
Platform: x86_64-pc-linux-gnu (64-bit)
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'citation()' on how to cite R or R packages in publications.
Type 'demo()' for some demos, 'help()' for on-line help, or
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> library(affyContam)
Loading required package: tools
Loading required package: Biobase
Loading required package: BiocGenerics
Loading required package: parallel
Attaching package: 'BiocGenerics'
The following objects are masked from 'package:parallel':
clusterApply, clusterApplyLB, clusterCall, clusterEvalQ,
clusterExport, clusterMap, parApply, parCapply, parLapply,
parLapplyLB, parRapply, parSapply, parSapplyLB
The following objects are masked from 'package:stats':
IQR, mad, xtabs
The following objects are masked from 'package:base':
Filter, Find, Map, Position, Reduce, anyDuplicated, append,
as.data.frame, cbind, colnames, do.call, duplicated, eval, evalq,
get, grep, grepl, intersect, is.unsorted, lapply, lengths, mapply,
match, mget, order, paste, pmax, pmax.int, pmin, pmin.int, rank,
rbind, rownames, sapply, setdiff, sort, table, tapply, union,
unique, unsplit
Welcome to Bioconductor
Vignettes contain introductory material; view with
'browseVignettes()'. To cite Bioconductor, see
'citation("Biobase")', and for packages 'citation("pkgname")'.
Loading required package: affy
Loading required package: affydata
Package LibPath Item
[1,] "affydata" "/home/ddbj/local/lib64/R/library" "Dilution"
Title
[1,] "AffyBatch instance Dilution"
> png(filename="/home/ddbj/snapshot/RGM3/R_BC/result/affyContam/setRectRegion.Rd_%03d_medium.png", width=480, height=480)
> ### Name: setRectRegion
> ### Title: set a rectangular or circular region in an affybatch to a
> ### specified set of values
> ### Aliases: setRectRegion setCircRegion getRectRegion getCircRegion
> ### Keywords: models
>
> ### ** Examples
>
> library(affydata)
> data(Dilution)
> opar = par(no.readonly=TRUE)
> par(mfrow=c(2,2))
> hist(Dilution, main="original")
Warning messages:
1: replacing previous import 'AnnotationDbi::tail' by 'utils::tail' when loading 'hgu95av2cdf'
2: replacing previous import 'AnnotationDbi::head' by 'utils::head' when loading 'hgu95av2cdf'
> image(Dilution[,1], main="original")
> #
> # we will contaminate in two ways: thin line at fixed low intensity, and
> # circular blob at moderate random intensity
> #
> ab = setRectRegion(Dilution, 1, xinds=25:30, yinds=1:620,
+ vals=10)
> ab = setCircRegion(ab, 1, valgen=function(n){
+ rnorm(n, 350,50)})
> hist(ab, main="chip 1 contaminated by normal")
> image(ab[,1], main="chip 1 contaminated")
> ex = getCircRegion(Dilution, 1)
> length(ex)
[1] 31397
> ab = setCircRegion(Dilution, 1, vals=pmin(2*ex,65535))
> image(ab[,1], main="chip 1 contaminated by doubling")
> par(opar)
>
>
>
>
>
> dev.off()
null device
1
>