An efficient causal structure learning algorithm based on recursive simultaneous equations model

Chinese Journal of Electronics, Volume 22, Issue 3, 2013, Pages 553-557.

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Keywords:
Bayesian networkCausal structure learningLinear structural equations model (LSEM)Recursive simultaneous equations model (RSEM)

Abstract:

A new algorithm, the RSEM (Recursive simultaneous equations model) algorithm, is presented for causal structure learning under the LSEM (Linear structural equations model). The algorithm effectively applies recursive simultaneous equations model to causal structure learning. This paper makes two specific contributions. Firstly, under the ...More

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