Description Usage Arguments Value Examples
Copy number estimates from various platforms show 'Genomic Waves' (Diskin et al., Nucleic Acids Research, 2008, PMID: 18784189) where copy number trends with local GC content. This function regresses copy number on GC percentage and removes the effect (returns residuals). GC content should be smoothed along the genome in wide windows >= 100kb.
1 |
ds |
numeric matrix of copynumber or log2ratio values, samples in columns |
gc |
numeric vector, GC percentage for each row of ds, must not have NAs |
retain.mean |
logical, center on zero or keep same mean? |
numeric matrix, residuals of ds regressed on gc
1 2 3 |
Loading required package: BiocGenerics
Loading required package: parallel
Attaching package: 'BiocGenerics'
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clusterApply, clusterApplyLB, clusterCall, clusterEvalQ,
clusterExport, clusterMap, parApply, parCapply, parLapply,
parLapplyLB, parRapply, parSapply, parSapplyLB
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The following objects are masked from 'package:base':
Filter, Find, Map, Position, Reduce, anyDuplicated, append,
as.data.frame, basename, cbind, colMeans, colSums, colnames,
dirname, 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,
rowMeans, rowSums, rownames, sapply, setdiff, sort, table, tapply,
union, unique, unsplit, which, which.max, which.min
Loading required package: GenomicRanges
Loading required package: stats4
Loading required package: S4Vectors
Attaching package: 'S4Vectors'
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expand.grid
Loading required package: IRanges
Loading required package: GenomeInfoDb
Loading required package: SummarizedExperiment
Loading required package: Biobase
Welcome to Bioconductor
Vignettes contain introductory material; view with
'browseVignettes()'. To cite Bioconductor, see
'citation("Biobase")', and for packages 'citation("pkgname")'.
Loading required package: DelayedArray
Loading required package: matrixStats
Attaching package: 'matrixStats'
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anyMissing, rowMedians
Attaching package: 'DelayedArray'
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apply
Warning messages:
1: no function found corresponding to methods exports from 'DelayedArray' for: 'acbind', 'arbind'
2: no function found corresponding to methods exports from 'SummarizedExperiment' for: 'acbind', 'arbind'
3: multiple methods tables found for 'pos'
[1] 4.787849 4.373944 5.218585 5.962035 4.668018 5.820919 4.175281 3.246556
[9] 3.908293 4.819575 4.926167 3.578118 4.586037 4.478748 5.045806 6.281543
[17] 5.607432 5.046814 5.550648 4.292792 5.378039 4.995432 4.951478 4.897601
[25] 5.427453 5.919734 5.732491 3.709762 4.872989 4.071064 4.914971 5.023481
[33] 4.682755 3.930551 5.164160 4.295100 5.467794 3.415030 5.609453 5.014569
[41] 5.672276 4.993245 6.649385 6.435712 5.146453 3.430123 4.677671 4.304791
[49] 4.338688 5.451498 5.327844 3.990503 3.986083 3.826374 4.983201 4.046089
[57] 4.513834 4.545894 5.319440 5.143138 4.087036 5.022848 6.343885 4.577782
[65] 5.513071 3.777086 3.863567 4.649167 3.456917 5.017462 4.846450 5.145742
[73] 4.216063 5.544396 3.623119 4.298897 5.378491 6.640164 4.697875 5.269476
[81] 6.509258 4.518331 5.448405 5.706901 3.268562 5.278389 4.143674 4.738949
[89] 3.813196 5.653625 4.498858 5.184547 6.256605 4.147213 4.209817 3.862050
[97] 4.676949 6.136426 6.888688 5.899426
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