Provides a scipy implementation of the ratio of correlated gammas distribution.
This package includes:
- A custom scipy distribution for the ratio of correlated gammas (RCG).
- A rejection sampler for RCG sampling.
- A convenience function for efficient sampling based on parameter values.
- Weinhold, L., Wahl, S., Pechlivanis, S., Hoffmann, P., & Schmid, M. (2016). A statistical model for the analysis of beta values in DNA methylation studies. BMC Bioinformatics, 17(1). DOI:10.1186/s12859-016-1347-4
- Berger, M., Wagner, M., & Schmid, M. (2019). Modeling biomarker ratios with gamma distributed components. The Annals of Applied Statistics, 13(1). DOI:10.1214/18-AOAS1207
This project has been set up using PyScaffold 4.5. For details and usage information on PyScaffold see https://pyscaffold.org/.