# CyTOFpower
## Description
This package is a tool to predict the power of CyTOF experiments, in the context
of differential state analyses using `CytoGLMM` or `diffcyt` packages.
This package provides a shiny app with two options to predict the power of an
experiment. One part generates in-sicilico CyTOF data, using users input parameters
(for instance the number of markers, the number of cells, or the expected fold
change for the differential expressed markers). And the other part allows the user
to browse in a grid of parameters for which the power was precomputed.
# Installation
To install the package from github:
```r
if (!requireNamespace("devtools", quietly = TRUE)){
install.packages("devtools")
}
devtools::install_github("FerreiraAM/CyTOFpower")
```
## Example
More information are available in the vignette:
```r
vignette("CyTOFpower", package = "CyTOFpower")
```