I would like to generate synthetic microarray data sets for simulation purposes. The web and literature search so far returned the following:
- Microarray Simulator - It provides Matlab skripts to simulates all the pipeline before the actual values. For my needs it is overpowered - and I also would like to have some methods in R.
- Simulated two-sample microarray data from OCplus - is actually exactly what I'm looking for. It provides methods for producing synthetic two class data and it is in R!
But I'm interested in further methods for creating synthetic/simulated microarray data. Especially for more than two classes. And maybe more skrews and bolts to tinker with. I tried to find some methods in
limma, but I wasn't succesful.
Does anybody know or can recommend an R package/library for creating simulated/synthetic microarray data set ?