Created
November 4, 2014 22:17
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library('derfinder') | |
## Set global species option | |
options(species = 'canis_familiaris') | |
## Load data | |
bam <- rep('10_130-chr11.bam', 6) | |
names(bam) <- paste0('Sample', 1:6) | |
fullCov <- fullCoverage(bam, chrs = c(1:38, 'X')) | |
## Inspect chr names | |
names(fullCov) | |
## Filter | |
filteredCov <- lapply(fullCov, filterData, cutoff = 2) | |
## Artificially copy data from chr11 to chr30 | |
filteredCov$chr30 <- filteredCov$chr11 | |
## Change some values because we only have one sample | |
for(sample in 2:6) { | |
set.seed(sample) | |
filteredCov$chr30$coverage[[sample]] <- filteredCov$chr30$coverage[[sample]] + round(runif(1, 0, 10)) | |
} | |
## Setup | |
perms <- 2 | |
currentChrom <- 'chr30' | |
groups <- factor(rep(letters[1:3], each = 2)) | |
models <- list( | |
mod = model.matrix( ~ groups ), | |
mod0 = model.matrix( ~0 + rep(1L, 6)) | |
) | |
## Get results | |
results <- analyzeChr(chr = currentChrom, filteredCov[[currentChrom]], models, | |
mc.cores=1, groupInfo = groups, writeOutput = TRUE, cutoffFstat = 0.5, | |
cutoffType = 'empirical', nPermute = perms, | |
seeds = 19731107 + seq_len(perms), | |
lowMemDir = file.path(tempdir(), currentChrom), | |
returnOutput = TRUE, verbose = TRUE, runAnnotation = FALSE) | |
## Session information | |
options(width = 90) | |
devtools::session_info() |
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