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
| Maintainer | Jack Kamm <jackkamm@gmail.com> |
| Author | Jack Kamm [aut, cre] |
| License | MIT + file LICENSE |
| URL | https://github.com/jackkamm/fishash |
| Bug Reports | https://github.com/jackkamm/fishash/issues |
| Downloads rank | 9 |
| Source branch | devel |
| biocViews | Preprocessing, Sequencing, SingleCell, Software, StatisticalMethod |
Documentation
Download
Follow the installation instructions to use this package in your R session.
| Source package | fishash_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)