ReducedExperiment
Containers and tools for dimensionally-reduced -omics representations
Bioconductor version: 3.23 · Package version: 1.4.0
Provides SummarizedExperiment-like containers for storing and manipulating dimensionally-reduced assay data. The ReducedExperiment classes allow users to simultaneously manipulate their original dataset and their decomposed data, in addition to other method-specific outputs like feature loadings. Implements utilities and specialised classes for the application of stabilised independent component analysis (sICA) and weighted gene correlation network analysis (WGCNA).
Installation
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
BiocManager::install("ReducedExperiment") Details
| Maintainer | Jack Gisby <jackgisby@gmail.com> |
| Author | Jack Gisby [aut, cre] (ORCID: <https://orcid.org/0000-0003-0511-8123>), Michael Barnes [aut] (ORCID: <https://orcid.org/0000-0001-9097-7381>) |
| License | GPL (>= 3) |
| URL | https://github.com/jackgisby/ReducedExperiment |
| Bug Reports | https://github.com/jackgisby/ReducedExperiment/issues |
| Downloads rank | 167 |
| Source branch | RELEASE_3_23 |
| biocViews | DataRepresentation, DimensionReduction, GeneExpression, Infrastructure, Network, Software |
Documentation
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Dependencies
Depends: R (>= 4.4.0), SummarizedExperiment, methods
Imports: WGCNA, ica, moments, clusterProfiler, msigdbr, RColorBrewer, car, lme4, lmerTest, pheatmap, biomaRt, stats, grDevices, BiocParallel, ggplot2, patchwork, BiocGenerics, S4Vectors
Suggests: knitr, rmarkdown, testthat, biocViews, BiocCheck, BiocStyle, airway