Package: dearseq 1.19.0
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_1.19.0.tar.gz
dearseq_1.19.0.zip(r-4.5)dearseq_1.19.0.zip(r-4.4)dearseq_1.19.0.zip(r-4.3)
dearseq_1.19.0.tgz(r-4.4-any)dearseq_1.19.0.tgz(r-4.3-any)
dearseq_1.19.0.tar.gz(r-4.5-noble)dearseq_1.19.0.tar.gz(r-4.4-noble)
dearseq_1.19.0.tgz(r-4.4-emscripten)dearseq_1.19.0.tgz(r-4.3-emscripten)
dearseq.pdf |dearseq.html✨
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
- PBT_gmt - PBT gene sets related to kidney transplant
- 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.
On BioConductor:dearseq-1.19.0(bioc 3.21)dearseq-1.18.0(bioc 3.20)
biomedicalinformaticscellbiologydifferentialexpressiondnaseqgeneexpressiongeneticsgenesetenrichmentimmunooncologykeggregressionrnaseqsequencingsystemsbiologytimecoursetranscriptiontranscriptomics
Last updated 2 months agofrom:2e8a88ca84. Checks:OK: 3 NOTE: 4. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Dec 18 2024 |
R-4.5-win | NOTE | Dec 18 2024 |
R-4.5-linux | NOTE | Dec 18 2024 |
R-4.4-win | NOTE | Dec 18 2024 |
R-4.4-mac | NOTE | Dec 18 2024 |
R-4.3-win | OK | Dec 18 2024 |
R-4.3-mac | OK | Dec 18 2024 |
Exports:dear_seqdgsa_seqpermPvalsplot_hist_pvalsplot_ord_pvalsplot_weightssp_weightsspaghettiPlot1GSvc_scorevc_score_hvc_score_h_permvc_score_permvc_test_asymvc_test_permvoom_weights
Dependencies:clicolorspaceCompQuadFormDBIdplyrfansifarvergenericsggplot2gluegtableisobandKernSmoothlabelinglatticelifecyclemagrittrMASSMatrixmatrixStatsmgcvminqamitoolsmunsellnlmenumDerivpatchworkpbapplypillarpkgconfigplyrR6RColorBrewerRcppRcppArmadilloreshape2rlangscalesscattermorestatmodstringistringrsurveysurvivaltibbletidyselectutf8vctrsviridisLitewithr