Statistical distribution in OOP (Object Oriented Programming) way. This package proposes a R6 class interface to classic statistical distribution, and new distributions can be easily added with the class AbstractDist. A useful point is the generic fit() method for each class, which uses a maximum likelihood estimation to find the parameters of a dataset, see, e.g. Hastie, T. and al (2009) <isbn:9780387848570>. Furthermore, the rv_histogram class gives a nonparametric fit, with the same accessors that for the classic distribution. Finally, three random generators useful to build synthetic data are given: a multivariate normal generator, an orthogonal matrix generator, and a symmetric positive definite matrix generator, see Mezzadri, F. (2007) <arXiv:mathph/0609050>.
Package details 


Author  Yoann Robin [aut, cre] 
Maintainer  Yoann Robin <yoann.robin.k@gmail.com> 
License  CeCILL2 
Version  0.2.5 
URL  https://github.com/yrobink/ROOPSD 
Package repository  View on CRAN 
Installation 
Install the latest version of this package by entering the following in R:

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