Develop an exponential tilting method by conditioning on the false discovery rate to tilt a two component mixture of Beta distributions, yielding an tilted mixture model. Use a Boosted EM algorithm to fit a twocomponent mixture of Beta distributions for pvalues or left tail areas of test statistics. The Boosted EM algorithm for the mixture model fitting is built in C++, which is quite fast and stable. The package also includes two utility functions to generate tilted false discovery rates and frequency network.
Package details 


Author  Chong Ma 
Maintainer  Chong Ma <[email protected]> 
License  GPL (>= 2) 
Version  1.0.0 
Package repository  View on GitHub 
Installation 
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