Implementation of the Generalized Score Matching estimator in Yu et al. (2019) <http://jmlr.org/papers/v20/18-278.html> for non-negative graphical models (truncated Gaussian, exponential square-root, gamma, a-b models) and univariate truncated Gaussian distributions. Also includes the original estimator for untruncated Gaussian graphical models from Lin et al. (2016) <doi:10.1214/16-EJS1126>, with the addition of a diagonal multiplier.
| Version: | 1.0.2 |
| Imports: | Rdpack, mvtnorm, tmvtnorm, stringr |
| Suggests: | Matrix, igraph, zoo, knitr, rmarkdown, cubature |
| Published: | 2020-04-27 |
| Author: | Shiqing Yu, Lina Lin, Wally Gilks |
| Maintainer: | Shiqing Yu <syu.phd at gmail.com> |
| BugReports: | https://github.com/sqyu/genscore/issues |
| License: | GPL-3 |
| URL: | https://github.com/sqyu/genscore |
| NeedsCompilation: | yes |
| Materials: | README NEWS |
| CRAN checks: | genscore results |
| Reference manual: | genscore.pdf |
| Vignettes: |
my-vignette |
| Package source: | genscore_1.0.2.tar.gz |
| Windows binaries: | r-devel: genscore_1.0.2.zip, r-release: genscore_1.0.2.zip, r-oldrel: genscore_1.0.2.zip |
| macOS binaries: | r-release: genscore_1.0.2.tgz, r-oldrel: genscore_1.0.2.tgz |
| Old sources: | genscore archive |
Please use the canonical form https://CRAN.R-project.org/package=genscore to link to this page.