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Infer log-linear Poisson Graphical Model with an auxiliary dataset. Hot-deck multiple imputation method is used to improve the reliability of the inference ith an auxiliary dataset. Standard log-linear Poisson GM can also be used for the inference and the StARS criterion is implemented to drive the selection of the regularization parameter.

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