论文标题
inter6：R6面向对象的概率分布接口
distr6: R6 Object-Oriented Probability Distributions Interface in R
论文作者
论文摘要
ext6是一个面向对象的（OO）概率分布接口，利用R6的可扩展性和可扩展性以及RCPP的速度和效率。当前，该包中有50多种概率分布，其中包括“核心”方法，包括密度，分布和生成功能，以及更多的“外来”函数，包括危害和分布功能抗衍生物。除了简单的分布外，ISTR6还支持诸如截断，混合物和产品分布之类的组成。本文介绍了包装的核心功能，并演示了关键用例的示例。此外，本文对R中的面向对象的编程范例进行了批判性审查，并描述了该设计模式和核心对象的功能的一些新颖实现，该功能由包装介绍，用于支持ISTRIST 6组件。
distr6 is an object-oriented (OO) probability distributions interface leveraging the extensibility and scalability of R6, and the speed and efficiency of Rcpp. Over 50 probability distributions are currently implemented in the package with `core' methods including density, distribution, and generating functions, and more `exotic' ones including hazards and distribution function anti-derivatives. In addition to simple distributions, distr6 supports compositions such as truncation, mixtures, and product distributions. This paper presents the core functionality of the package and demonstrates examples for key use-cases. In addition this paper provides a critical review of the object-oriented programming paradigms in R and describes some novel implementations for design patterns and core object-oriented features introduced by the package for supporting distr6 components.
