Abstract:
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We propose a systematic inferential toolkit to conduct the hypothesis testing for the structural properties of the graphical model, including the connectivity, degrees, isolated nodes, etc. A generalized algorithm called skip-down method is applied to test these graph properties. We also derive the lower bound of signal strengths of the graphical models on these tests.
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