Simulating differential distributions for Beta-Poisson models, in particular for single-cell RNA-sequencing (scRNA-seq) data
For more details on the methods and further information, please have a look at the accompanying paper:
R. Schefzik (2021). SimBPDD: Simulating differential distributions in Beta-Poisson models, in particular for single-cell RNA-sequencing data. Annales Mathematicae et Informaticae, 53:283-298. Available at https://ami.uni-eszterhazy.hu/uploads/papers/finalpdf/AMI_53_from283to298.pdf
Please make sure that you have the latest version of R installed. To use the SimBPDD package, it is required to install the following packages first:
install.packages("statmod")
install.packages("doParallel")
install.packages("foreach")
To install the SimBPDD package, run the following:
install.packages("devtools")
devtools::install_github("RomanSchefzik/SimBPDD")
The SimBPDD package can then be loaded using
library(SimBPDD)
For the usage of the package and a detailed description of the functions, see the accompanying manual.