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DESCRIPTION
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DESCRIPTION
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Package: genscore
Type: Package
Title: Generalized Score Matching Estimators
Version: 1.0.2
Author: Shiqing Yu, Lina Lin, Wally Gilks
Maintainer: Shiqing Yu <[email protected]>
Description: 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.
License: GPL-3
Encoding: UTF-8
LazyData: true
Suggests:
Matrix,
igraph,
zoo,
knitr,
rmarkdown,
cubature
Imports:
Rdpack,
mvtnorm,
tmvtnorm,
stringr
URL:
https://github.com/sqyu/genscore
BugReports: https://github.com/sqyu/genscore/issues
RdMacros: Rdpack
RoxygenNote: 7.1.0
VignetteBuilder: knitr