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DESCRIPTION
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Package: OSCA.multisample
Title: OSCA for Multiple Samples
Version: 1.15.4
Date: 2025-01-20
Authors@R: c(
person('Robert', 'Amezquita', role = c('aut')),
person('Aaron', 'Lun', role = c('aut')),
person('Stephanie', 'Hicks', role = 'aut'),
person('Raphael', 'Gottardo', role = 'aut'),
person("Alan", "O'Callaghan", role = 'cre', email = "[email protected]")
)
Description:
Deploys the multi-sample analysis chapters for the "Orchestrating Single Cell Analysis with Bioconductor" book.
This describes the handling of multiple samples in a single-cell RNA-seq analysis,
starting with integration of multiple datasets into a common space for consistent analyses,
differential expression comparisons between conditions based on pseudo-bulk samples,
and differential abundance analyses for cell subpopulations.
It is intended for readers who are already familiar with basic single-cell analyses, possibly after reading some of the prior books in this collection.
Depends: batchelor,
BiocSingular,
bluster,
DropletUtils,
edgeR,
gridExtra,
igraph,
MouseGastrulationData,
pheatmap,
rebook,
rmarkdown,
Rtsne,
scater,
scran,
scuttle,
SingleR,
TENxPBMCData,
TSCAN,
uwot,
viridis
Imports:
OSCA.workflows
Suggests:
OSCA.basic,
rmarkdown,
knitr
VignetteBuilder: knitr
License: CC BY
URL: https://github.com/OSCA-source/OSCA.multisample
biocViews:
ImmunoOncologyWorkflow,
Workflow,
SingleCellWorkflow