Package: RPBC 0.99.0
RPBC: Region-Preserving Batch Correction for Paired Region-Resolved Single-Cell Data
Implements Region-Preserving Batch Correction (RPBC), an empirical-Bayes location-scale framework for paired region-resolved single-cell and spatial-omics data. RPBC preserves a patient-balanced population-average regional contrast while harmonizing patient-wide location shifts, patient-specific regional deviations, and patient-region scale heterogeneity. The package also provides Adaptive RPBC for group-size-dependent stabilization of patient-region scale variation and covariate-adjusted RPBC for preserving prespecified patient-level covariate-associated variation during harmonization. RPBC is designed to interoperate with Bioconductor data structures for single-cell and spatial experiments.
Authors:
RPBC_0.99.0.tar.gz
RPBC_0.99.0.zip(r-4.7-any)RPBC_0.99.0.zip(r-4.6-any)RPBC_0.99.0.zip(r-4.5-any)
RPBC_0.99.0.tgz(r-4.6-any)RPBC_0.99.0.tgz(r-4.5-any)
RPBC_0.99.0.tar.gz(r-4.7-any)RPBC_0.99.0.tar.gz(r-4.6-any)
RPBC_0.99.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
RPBC/json (API)
| # Install 'RPBC' in R: |
| install.packages('RPBC', repos = c('https://biocstaging.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/biocstaging/rpbc/issues
- haley_gbm_example - Haley GBM IMC Example Dataset
batcheffectpreprocessingsinglecellspatialstatisticalmethod
Last updated from:8db3a51a40. Checks:1 NOTE, 9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| bioc-checks | NOTE | 152 | ||
| linux-devel | OK | 207 | ||
| source / vignettes | OK | 289 | ||
| linux-release | OK | 245 | ||
| macos-release | OK | 164 | ||
| macos-oldrel | OK | 198 | ||
| windows-devel | OK | 170 | ||
| windows-release | OK | 161 | ||
| windows-oldrel | OK | 200 | ||
| wasm-release | OK | 122 |
Exports:rpbc
Dependencies:abindaskpassBiobaseBiocFileCacheBiocGenericsbitbit64blobcachemclicpp11curlDBIdbplyrDelayedArraydplyrfastmapfilelockgenericsGenomicRangesgluehttr2IRangeslatticelifecyclemagickmagrittrMatrixMatrixGenericsmatrixStatsmemoiseopensslpillarpkgconfigpurrrR6RcpprjsonrlangRSQLiteS4ArraysS4VectorsSeqinfoSingleCellExperimentSparseArraySpatialExperimentstringistringrSummarizedExperimentsystibbletidyrtidyselectutf8vctrswithrXVector
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Haley GBM IMC Example Dataset | haley_gbm_example |
| Region-Preserving Batch Correction | rpbc |
