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fishash

Cell Hashing with One-Sided Fisher Test

Bioconductor version: 3.24 · Package version: 0.99.3

Assigns guide RNAs or other genetic perturbations to cells in single-cell sequencing experiments using a one-sided Fisher's exact test. Implements an iterative refitting procedure to mitigate Simpson's paradox, supports multiple false discovery rate correction methods (Benjamini-Hochberg, Benjamini-Yekutueli, and Guo & Sarkar 2020), and provides simulation utilities for benchmarking demultiplexing methods. Results are returned as SummarizedExperiment objects.

Installation

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

BiocManager::install("fishash")

Details

MaintainerJack Kamm <jackkamm@gmail.com>
AuthorJack Kamm [aut, cre]
LicenseMIT + file LICENSE
URLhttps://github.com/jackkamm/fishash
Bug Reportshttps://github.com/jackkamm/fishash/issues
Downloads rank9
Source branchdevel
biocViewsPreprocessing, Sequencing, SingleCell, Software, StatisticalMethod

Documentation

Download

Follow the installation instructions to use this package in your R session.

Source packagefishash_0.99.3.tar.gz
Windows binary (x86_64)fishash_0.99.3.zip
macOS binary (arm64)fishash_0.99.3.tgz
macOS binary (x86_64)fishash_0.99.3.tgz
Dependencies

Depends: R (>= 4.5.0)

Imports: dplyr, extraDistr, ggplot2, Matrix, methods, nnet, patchwork, rlang, S4Vectors, SingleCellExperiment, SummarizedExperiment, sparseMatrixStats

Suggests: BiocStyle, ComplexHeatmap, ggExtra, glmGamPoi, knitr, rmarkdown, testthat (>= 3.0.0)