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.

Getting started

Package details

AuthorManbir Gulati, Junwei Lu, and Han Liu
MaintainerManbir Gulati <[email protected]>
LicenseGPL (>= 2)
Version0.5
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("GraphKit")

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GraphKit documentation built on May 29, 2017, 5:56 p.m.