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.
|Depends:||R (≥ 2.10)|
|Imports:||Rcpp (≥ 0.12.8)|
|Author:||Manbir Gulati, Junwei Lu, and Han Liu|
|Maintainer:||Manbir Gulati <manbirgulati at gmail.com>|
|License:||GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]|
|CRAN checks:||GraphKit results|
|Windows binaries:||r-devel: GraphKit_0.5.zip, r-release: GraphKit_0.5.zip, r-oldrel: GraphKit_0.5.zip|
|OS X El Capitan binaries:||r-release: GraphKit_0.5.tgz|
|OS X Mavericks binaries:||r-oldrel: GraphKit_0.5.tgz|
|Old sources:||GraphKit archive|
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