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An aggressive dimensionality reduction and network estimation technique for a high-dimensional Gaussian graphical model (GGM). Please refer to: Efficient Dimensionality Reduction for High-Dimensional Network Estimation, Safiye Celik, Benjamin A. Logsdon, Su-In Lee, Proceedings of The 31st International Conference on Machine Learning, 2014, p. 1953–1961.
| Version: | 1.1 |
| Published: | 2014-11-05 |
| DOI: | 10.32614/CRAN.package.MGL |
| Author: | Safiye Celik |
| Maintainer: | Safiye Celik <safiye at cs.washington.edu> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | https://sites.google.com/a/cs.washington.edu/mgl/ |
| NeedsCompilation: | yes |
| Citation: | MGL citation info |
| CRAN checks: | MGL results |
| Reference manual: | MGL.pdf |
| Package source: | MGL_1.1.tar.gz |
| Windows binaries: | r-devel: MGL_1.1.zip, r-release: MGL_1.1.zip, r-oldrel: MGL_1.1.zip |
| macOS binaries: | r-release (arm64): MGL_1.1.tgz, r-oldrel (arm64): MGL_1.1.tgz, r-release (x86_64): MGL_1.1.tgz, r-oldrel (x86_64): MGL_1.1.tgz |
| Old sources: | MGL archive |
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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.