Bioc2026 Registration Open!

scHOT

single-cell higher order testing

Bioconductor version: 3.23 · Package version: 1.24.0

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.

Installation

if (!require("BiocManager", quietly = TRUE))
    install.packages("BiocManager")

BiocManager::install("scHOT")

Details

MaintainerShila Ghazanfar <shazanfar@gmail.com>
AuthorShila Ghazanfar [aut, cre], Yingxin Lin [aut]
LicenseGPL-3
Downloads rank307
Source branchRELEASE_3_23
biocViewsGeneExpression, RNASeq, Sequencing, SingleCell, Software, Transcriptomics

Documentation

Download

Dependencies

Depends: R (>= 4.0)

Imports: S4Vectors (>= 0.24.3), SingleCellExperiment, Matrix, SummarizedExperiment, IRanges, methods, stats, BiocParallel, reshape, ggplot2, igraph, grDevices, ggforce, graphics

Suggests: knitr, markdown, rmarkdown, scater, scattermore, scales, matrixStats, deldir