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.

Version: 0.5
Depends: R (≥ 2.10)
Imports: Rcpp (≥ 0.12.8)
LinkingTo: Rcpp, RcppArmadillo
Published: 2017-03-24
Author: Manbir Gulati, Junwei Lu, and Han Liu
Maintainer: Manbir Gulati <manbirgulati at>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: yes
CRAN checks: GraphKit results


Reference manual: GraphKit.pdf
Package source: GraphKit_0.5.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
OS X Mavericks binaries: r-release: GraphKit_0.4.tgz, r-oldrel: GraphKit_0.4.tgz
Old sources: GraphKit archive


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