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jewel: Graphical Models Estimation from Multiple Sources
Estimates networks of conditional dependencies (Gaussian graphical models) from multiple classes of data (similar but not exactly, i.e. measurements on different equipment, in different locations or for various sub-types). Package also allows to generate simulation data and evaluate the performance. Implementation of the method described in Angelini, De Canditiis and Plaksienko (2022) <doi:10.3390/math10213983>.
| Version: |
2.0.2 |
| Depends: |
R (≥ 3.6.0) |
| Imports: |
Matrix, matrixcalc, MASS, SMUT, igraph, parallel, purrr |
| Suggests: |
knitr, rmarkdown |
| Published: |
2024-05-22 |
| DOI: |
10.32614/CRAN.package.jewel |
| Author: |
Anna Plaksienko 
[aut, cre],
Claudia Angelini
[aut],
Daniela De Canditiis
[aut] |
| Maintainer: |
Anna Plaksienko <anna at plaxienko.com> |
| License: |
GPL-2 |
| URL: |
https://github.com/annaplaksienko/jewel |
| NeedsCompilation: |
no |
| Materials: |
README |
| In views: |
GraphicalModels |
| CRAN checks: |
jewel results |
Documentation:
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.