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distr6 is an object-oriented (OO) probability distributions interfaceleveraging the extensibility and scalability of R6, and the speed andefficiency of Rcpp. Over 50 probability distributions are currently implementedin the package with `core' methods including density, distribution, andgenerating functions, and more `exotic' ones including hazards and distributionfunction anti-derivatives. In addition to simple distributions, distr6 supportscompositions such as truncation, mixtures, and product distributions. Thispaper presents the core functionality of the package and demonstrates examplesfor key use-cases. In addition this paper provides a critical review of theobject-oriented programming paradigms in R and describes some novelimplementations for design patterns and core object-oriented featuresintroduced by the package for supporting distr6 components.

distr6: R6 Object-Oriented Probability Distributions Interface in R