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Characterisation of conditional independence structures for polymatroids using vanishing sets

Terence Chan; Qi Chen; Raymond Yeung — 2020

Kybernetika

In this paper, we characterise and classify a list of full conditional independences via the structure of the induced set of vanishing atoms. Construction of Markov random subfield and minimal characterisation of polymatroids satisfying a MRF will also be given.

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