Package: DAssemble 0.99.3
DAssemble: Ensemble Models for Differential Analysis
The DAssemble package implements an ensemble framework for differential-abundance and differential-expression analysis across bulk RNA-seq, single-cell RNA-seq, and microbiome studies. It wraps a collection of popular DA/DE methods as core methods and combines them via Cauchy Combination Tests (CCT), optionally augmented by simple enhancers such as Wilcoxon, Kolmogorov–Smirnov, and presence–absence logistic regression.
Authors:
DAssemble_0.99.3.tar.gz
DAssemble_0.99.3.zip(r-4.7)DAssemble_0.99.3.zip(r-4.6)DAssemble_0.99.3.zip(r-4.5)
DAssemble_0.99.3.tgz(r-4.6-any)DAssemble_0.99.3.tgz(r-4.5-any)
DAssemble_0.99.3.tar.gz(r-4.7-any)DAssemble_0.99.3.tar.gz(r-4.6-any)
DAssemble_0.99.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
DAssemble/json (API)
| # Install 'DAssemble' in R: |
| install.packages('DAssemble', repos = c('https://bioc.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/himelmallick/dassemble/issues
On BioConductor:DAssemble-0.99.3(bioc 3.24)
softwarestatisticalmethoddifferentialexpressionrnaseqsinglecellmicrobiomenormalizationregression
Last updated from:806cb538cf. Checks:1 WARNING, 9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| bioc-checks | WARNING | 261 | ||
| linux-devel-x86_64 | OK | 369 | ||
| source / vignettes | OK | 368 | ||
| linux-release-x86_64 | OK | 352 | ||
| macos-release-arm64 | OK | 112 | ||
| macos-oldrel-arm64 | OK | 132 | ||
| windows-devel | OK | 180 | ||
| windows-release | OK | 166 | ||
| windows-oldrel | OK | 185 | ||
| wasm-release | OK | 227 |
Exports:DAssemble
Dependencies:abindBiobaseBiocBaseUtilsBiocGenericsclicpp11DelayedArraydplyrgenericsGenomicRangesglueIRangeslatticelifecyclemagrittrMatrixMatrixGenericsmatrixStatsMultiAssayExperimentpillarpkgconfigpurrrR6rlangS4ArraysS4VectorsSeqinfoSparseArraystringistringrSummarizedExperimenttibbletidyrtidyselectutf8vctrswithrXVector
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| DAssemble: Ensemble Models for Differential Analysis | DAssemble-package |
| Differential analysis using DAssemble | DAssemble |
