Package: scHOT 1.25.0
scHOT: single-cell higher order testing
Single cell Higher Order Testing (scHOT) is an R package that facilitates testing changes in higher order structure of gene expression along either a developmental trajectory or across space. scHOT is general and modular in nature, can be run in multiple data contexts such as along a continuous trajectory, between discrete groups, and over spatial orientations; as well as accommodate any higher order measurement such as variability or correlation. scHOT meaningfully adds to first order effect testing, such as differential expression, and provides a framework for interrogating higher order interactions from single cell data.
Authors:
scHOT_1.25.0.tar.gz
scHOT_1.25.0.zip(r-4.7)scHOT_1.25.0.zip(r-4.6)scHOT_1.25.0.zip(r-4.5)
scHOT_1.25.0.tgz(r-4.6-any)scHOT_1.25.0.tgz(r-4.5-any)
scHOT_1.25.0.tar.gz(r-4.7-any)scHOT_1.25.0.tar.gz(r-4.6-any)
scHOT_1.25.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
scHOT/json (API)
| # Install 'scHOT' in R: |
| install.packages('scHOT', repos = c('https://bioc.r-universe.dev', 'https://cloud.r-project.org')) |
- liver - Liver trajectory example data
- MOB_subset - MOB_subset spatial example data
On BioConductor:scHOT-1.25.0(bioc 3.24)scHOT-1.24.0(bioc 3.23)
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
geneexpressionrnaseqsequencingsinglecellsoftwaretranscriptomics
Last updated from:a5bc63423e. Checks:1 NOTE, 9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| bioc-checks | NOTE | 164 | ||
| linux-devel-x86_64 | OK | 317 | ||
| source / vignettes | OK | 309 | ||
| linux-release-x86_64 | OK | 373 | ||
| macos-release-arm64 | OK | 179 | ||
| macos-oldrel-arm64 | OK | 209 | ||
| windows-devel | OK | 291 | ||
| windows-release | OK | 277 | ||
| windows-oldrel | OK | 271 | ||
| wasm-release | OK | 202 |
Exports:params<-plotColouredExpressionplotEgoNetworkplotHigherOrderSequenceplotOrderedExpressionpositionColData<-positionType<-scHOTscHOT_addTestingScaffoldscHOT_buildFromMatrixscHOT_buildFromSCEscHOT_calculateGlobalHigherOrderFunctionscHOT_calculateHigherOrderTestStatisticsscHOT_estimatePvaluesscHOT_output<-scHOT_performPermutationTestscHOT_plotPermutationDistributionsscHOT_setPermutationScaffoldscHOT_setWeightMatrixscHOT_stripOutputspatialWeightMatrixtestingScaffold<-thintrajectoryWeightMatrixweightedPearsonweightedSpearmanweightedVarianceweightedZIKendallweightedZISpearmanweightMatrix<-
Dependencies:abindbase64encBHBiobaseBiocGenericsBiocParallelclicodetoolscpp11DelayedArrayfarverformatRfutile.loggerfutile.optionsgenericsGenomicRangesggforceggplot2gluegtableigraphIRangesisobandjsonlitelabelinglambda.rlatticelifecyclemagrittrMASSMatrixMatrixGenericsmatrixStatspkgconfigplyrpolyclipR6RColorBrewerRcppreshaperlangS4ArraysS4VectorsS7scalesSeqinfoSingleCellExperimentsnowSparseArraySummarizedExperimentsystemfontstidyselecttweenrvctrsviridisLitewithrXVector
