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GraphKit: Estimating Structural Invariants of Graphical Models
Efficient methods for constructing confidence intervals of monotone graph invariants, as well as testing for monotone graph properties. Many packages are available to estimate precision matrices, this package serves as a tool to extract structural properties from their induced graphs. By iteratively bootstrapping on only the relevant edge set, we are able to obtain the optimal interval size.
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Package details |
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| Author | Manbir Gulati, Junwei Lu, and Han Liu |
| Maintainer | Manbir Gulati <manbirgulati@gmail.com> |
| License | GPL (>= 2) |
| Version | 0.5 |
| Package repository | View on CRAN |
| Installation |
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