# GraphKit v0.4

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## 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.

## Functions in GraphKit

 Name Description cov.hat A sample covariance matrix from the same distribution as t.hat and Xs graph_invar Graph Invar graph_prop Graph Prop GraphKit GraphKit t.hat A sample precision matrix from the same distribution as Xs and cov.hat Xs A random sample generated from a multivariate Guassian Distribution No Results!