Multisource Graph Synthesis with EHR Data


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Documentation for package ‘MUGS’ version 0.1.0

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CodeEff_Matrix Function Used To Estimate Code Effects
CodeSiteEff_l2_par Function Used To Estimate Code-Site Effects Parallelly
DataGen_rare_group Function used to generate input data (used only for Simulations) Generate SPPMIs, dummy matrices based on prior group structures, and code-code pairs for tuning and evaluation
download_example_data Download and Load Example Data from Zenodo
evaluation.sim Function Used For Tuning And Evaluation
get_embed Function For Getting Embedding From SVD
GroupEff_par Function Used To Estimate Group Effects Parallelly
MUGS Main function for MUGS algorithm
pairs.rel.CV pairs.rel.CV Dataset
pairs.rel.EV pairs.rel.EV Dataset
S.1 S.1 Dataset
S.2 S.2 Dataset
U.1 U.1 Dataset
U.2 U.2 Dataset
X.group.source X.group.source Dataset
X.group.target X.group.target Dataset