| Name : R-watson
| |
| Version : 0.3
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp156.1.4
| Date : 2024-09-12 10:49:23
|
| Group : Development/Libraries/Other
| Source RPM : R-watson-0.3-lp156.1.4.src.rpm
|
| Size : 0.57 MB
| |
| Packager : https://www_suse_com/
| |
| Summary : Fitting and Simulating Mixtures of Watson Distributions
|
Description :
Tools for fitting and simulating mixtures of Watson distributions. The
random sampling scheme of the package offers two sampling algorithms
that are based of the results of Sablica, Hornik and Leydold (2022)
< https://research.wu.ac.at/en/publications/random-sampling-from-the-watson-distribution>.
What is more, the package offers a smart tool to combine these two
methods, and based on the selected parameters, it approximates the
relative sampling speed for both methods and picks the faster one. In
addition, the package offers a fitting function for the mixtures of
Watson distribution, that uses the expectation-maximization (EM)
algorithm. Special features are the possibility to use multiple
variants of the E-step and M-step, sparse matrices for the data
representation and state of the art methods for numerical evaluation of
needed special functions using the results of Sablica and Hornik (2022)
< https://www.ams.org/journals/mcom/2022-91-334/S0025-5718-2021-03690-X/>.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/15.6/x86_64 |
