# zinbwave Zero-inflated Negative Binomial based Wanted Variation Extraction (ZINB-WaVE) [](http://www.repostatus.org/#active) [](https://bioconductor.org/checkResults/release/bioc-LATEST/zinbwave) [](https://bioconductor.org/checkResults/devel/bioc-LATEST/zinbwave) [](https://github.com/drisso/zinbwave/actions) [](https://codecov.io/gh/drisso/zinbwave) This package implements a zero-inflated negative binomial model for single-cell RNA-seq data, with latent factors. The model is described in details in the paper: [D. Risso, F. Perraudeau, S. Gribkova, S. Dudoit and JP. Vert (2018). A general and flexible method for signal extraction from single-cell RNA-seq data. Nature Communications.](https://www.nature.com/articles/s41467-017-02554-5) ## Installation Since Bioconductor 3.7 the new recommended way to install Bioconductor packages is via the BiocManager package, available on CRAN: ```{r} install.packages("BiocManager") BiocManager::install("zinbwave") ``` Note that `zinbwave` requires `R (>=3.4)` and `Bioconductor (>=3.6)`. In virtually all cases, installing from Bioconductor is recommended. However, if you want to install the development version of `zinbwave` from GitHub, you can do so with the following. ```{r} library(devtools) install_github("drisso/zinbwave") ```