t.hat

The population precrision matrix has 20 connected components in the induced graph

datasets

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.

Manbir Gulati

GraphKit

t.hat: A sample precision matrix from the same distribution as Xs and cov.hat

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