I'm trying to incorporate NB-loess, CNV, and ICE offset in my DGEList object before running estimateDisp().
ice.corrected <- correctedContact(data,winsor.high=0.02,ignore.low=0.02,exclude.local=1,average=FALSE) anchor1.bias <- ice.corrected$bias[anchors(data,type="first",id=TRUE),] anchor2.bias <- ice.corrected$bias[anchors(data,type="second",id=TRUE),] ice.offset <- log(anchor1.bias*anchor2.bias) nb.offset <- normOffsets(data,type="loess") cnv.offset <- normalizeCNV(cnv.data,cnv.margin) design <- model.matrix(~factor(groups)) colnames(design) <- c("Intercept", "Cell-type") y <- asDGEList(data) y$offset <- ice.offset + nb.offset + cnv.offset y <- estimateDisp(y,design)
This returns the following error:
Error in y[, j] <- fitted(locfit::locfit(y[, j] ~ x, weights = weights, : number of items to replace is not a multiple of replacement length
It works fine without including the ICE offsets. Here is the sessionInfo():
R version 3.3.0 (2016-05-03) Platform: x86_64-pc-linux-gnu (64-bit) Running under: CentOS Linux 7 (Core) locale: [1] LC_CTYPE=en_US.UTF-8 LC_NUMERIC=C [3] LC_TIME=en_US.UTF-8 LC_COLLATE=en_US.UTF-8 [5] LC_MONETARY=en_US.UTF-8 LC_MESSAGES=en_US.UTF-8 [7] LC_PAPER=en_US.UTF-8 LC_NAME=C [9] LC_ADDRESS=C LC_TELEPHONE=C [11] LC_MEASUREMENT=en_US.UTF-8 LC_IDENTIFICATION=C attached base packages: [1] stats4 parallel stats graphics grDevices utils datasets [8] methods base other attached packages: [1] reshape2_1.4.1 gridExtra_2.2.1 [3] ggplot2_2.1.0 depmixS4_1.3-3 [5] Rsolnp_1.16 MASS_7.3-45 [7] nnet_7.3-12 rtracklayer_1.32.0 [9] csaw_1.6.0 edgeR_3.14.0 [11] limma_3.28.2 diffHic_1.4.0 [13] InteractionSet_1.0.2 SummarizedExperiment_1.2.0 [15] Biobase_2.32.0 GenomicRanges_1.24.0 [17] GenomeInfoDb_1.8.0 IRanges_2.6.0 [19] S4Vectors_0.10.0 BiocGenerics_0.18.0 loaded via a namespace (and not attached): [1] Rcpp_0.12.4.5 plyr_1.8.3 XVector_0.12.0 [4] GenomicFeatures_1.24.0 bitops_1.0-6 tools_3.3.0 [7] zlibbioc_1.18.0 biomaRt_2.28.0 statmod_1.4.24 [10] gtable_0.2.0 RSQLite_1.0.0 rhdf5_2.16.0 [13] lattice_0.20-33 BSgenome_1.40.0 Matrix_1.2-6 [16] DBI_0.4-1 stringr_1.0.0 Biostrings_2.40.0 [19] locfit_1.5-9.1 grid_3.3.0 AnnotationDbi_1.34.0 [22] XML_3.98-1.4 BiocParallel_1.6.0 magrittr_1.5 [25] Rhtslib_1.4.2 scales_0.4.0 Rsamtools_1.24.0 [28] GenomicAlignments_1.8.0 splines_3.3.0 colorspace_1.2-6 [31] KernSmooth_2.23-15 stringi_1.0-1 munsell_0.4.3 [34] RCurl_1.95-4.8 truncnorm_1.0-7