It implements various estimators of mutual information, such as the maximum likelihood and the Millow-Madow estimator, various Bayesian estimators, the shrinkage estimator, and the Chao-Shen estimator. It also offers wrappers to the kNN and kernel density estimators. Furthermore, it provides various index of performance evaluation such as precision, recall, FPR, F-Score, ROC-PR Curves and so on. Lastly, it provides a brand new way of generating synthetic RNA-Seq Network with known dependence structure.
|Author||Luciano Garofano, Stefano Maria Pagnotta, Michele Ceccarelli|
|Maintainer||Luciano Garofano <email@example.com>|
|License||GPL (>= 3)|
|Package repository||View on CRAN|
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