Network-Aware IV Regression with Graph-Fused Lasso

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Documentation for package ‘ivgls’ version 0.1.0

• DESCRIPTION file
• User guides, package vignettes and other documentation
• Package README

Help Pages

corrupt_graph	Corrupt a graph by random edge swaps
eval_support	Compute performance metrics for support recovery
generate_beta	Generate a sparse true coefficient vector on a graph
generate_data	Simulate data for graph-IV regression
get_laplacian	Compute the unnormalised graph Laplacian
get_mcc	Matthews Correlation Coefficient for support recovery
ivgl	IVGL: IV regression with graph-fused Lasso
ivgl_s	IVGL-S: IV regression with graph Lasso and invalid-IV correction
iv_lasso	IV-LASSO: Two-stage LASSO without graph structure
make_graph	Construct a graph adjacency matrix
run_one_replicate	Run a single simulation replicate
run_simulation	Run a simulation study with multiple replicates