Package: dearseq 1.25.0
dearseq: Differential Expression Analysis for RNA-seq data through a robust variance component test
Differential Expression Analysis RNA-seq data with variance component score test accounting for data heteroscedasticity through precision weights. Perform both gene-wise and gene set analyses, and can deal with repeated or longitudinal data. Methods are detailed in: i) Agniel D & Hejblum BP (2017) Variance component score test for time-course gene set analysis of longitudinal RNA-seq data, Biostatistics, 18(4):589-604 ; and ii) Gauthier M, Agniel D, Thiébaut R & Hejblum BP (2020) dearseq: a variance component score test for RNA-Seq differential analysis that effectively controls the false discovery rate, NAR Genomics and Bioinformatics, 2(4):lqaa093.
Authors:
dearseq_1.25.0.tar.gz
dearseq_1.25.0.zip(r-4.7)dearseq_1.25.0.zip(r-4.6)dearseq_1.25.0.zip(r-4.5)
dearseq_1.25.0.tgz(r-4.6-any)dearseq_1.25.0.tgz(r-4.5-any)
dearseq_1.25.0.tar.gz(r-4.7-any)dearseq_1.25.0.tar.gz(r-4.6-any)
dearseq_1.25.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
dearseq/json (API)
NEWS
| # Install 'dearseq' in R: |
| install.packages('dearseq', repos = c('https://bioc.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/borishejblum/dearseq/issues
- baduel_gmt - Small portion of RNA-seq data from plant physiology study.
- design - Small portion of RNA-seq data from plant physiology study.
- expr_norm_corr - Small portion of RNA-seq data from plant physiology study.
- PBT_gmt - PBT gene sets related to kidney transplant
On BioConductor:dearseq-1.25.0(bioc 3.24)dearseq-1.24.0(bioc 3.23)
biomedicalinformaticscellbiologydifferentialexpressiondnaseqgeneexpressiongeneticsgenesetenrichmentimmunooncologykeggregressionrnaseqsequencingsystemsbiologytimecoursetranscriptiontranscriptomics
Last updated from:568dec0cec. Checks:1 WARNING, 7 NOTE, 2 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| bioc-checks | WARNING | 210 | ||
| linux-devel-x86_64 | NOTE | 258 | ||
| source / vignettes | OK | 489 | ||
| linux-release-x86_64 | NOTE | 227 | ||
| macos-release-arm64 | NOTE | 155 | ||
| macos-oldrel-arm64 | NOTE | 127 | ||
| windows-devel | NOTE | 166 | ||
| windows-release | NOTE | 142 | ||
| windows-oldrel | NOTE | 148 | ||
| wasm-release | OK | 152 |
Exports:dear_seqdgsa_seqpermPvalsplot_hist_pvalsplot_ord_pvalsplot_weightssp_weightsspaghettiPlot1GSvc_scorevc_score_hvc_score_h_permvc_score_permvc_test_asymvc_test_permvoom_weights
Dependencies:cliCompQuadFormcpp11DBIdplyrfarvergenericsggplot2gluegtableisobandKernSmoothlabelinglatticelifecyclemagrittrMatrixmatrixStatsminqamitoolsnumDerivpatchworkpbapplypillarpkgconfigplyrR6RColorBrewerRcppRcppArmadilloreshape2rlangS7scalesscattermorestatmodstringistringrsurveysurvivaltibbletidyselectutf8vctrsviridisLitewithr
