Package 'ROOPSD'
| Title: |
R Object Oriented Programming for Statistical Distribution |
| Description: |
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:978-0-387-84857-0>.
Furthermore, the rv_histogram class gives a non-parametric 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:math-ph/0609050>. |
| Authors: |
Yoann Robin [aut, cre] |
| Maintainer: |
Yoann Robin <[email protected]> |
| License: |
CeCILL-2 |
| Version: |
0.3.9 |
| Built: |
2025-03-09 04:25:55 UTC |
| Source: |
https://github.com/yrobink/roopsd |
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