Wang, Changzhang; Zhou, You; Zhao, Qiang; Geng, Zhi - In: Computational Statistics & Data Analysis 77 (2014) C, pp. 252-266
Given a target variable and observational data, we propose a sequential learning approach for discovering direct cause and effect variables of the target under the causal network framework. In the approach, we start from the target, sequentially find Markov blankets of variables and learn local...