/ratio_corr_gammas

Primary LanguagePythonMIT LicenseMIT

Project generated with PyScaffold

ratio_corr_gammas

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.

References

  1. 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
  2. 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

Note

This project has been set up using PyScaffold 4.5. For details and usage information on PyScaffold see https://pyscaffold.org/.