Miao, Wang; Liu, Chunchen; Geng, Zhi Statistical approaches for causal inference. (Chinese. English summary) Zbl 1499.62044 Sci. Sin., Math. 48, No. 12, 1753-1778 (2018). MSC: 62A01 62D20 PDFBibTeX XMLCite \textit{W. Miao} et al., Sci. Sin., Math. 48, No. 12, 1753--1778 (2018; Zbl 1499.62044) Full Text: DOI
Wang, Changzhang; Zhou, You; Zhao, Qiang; Geng, Zhi Discovering and orienting the edges connected to a target variable in a DAG via a sequential local learning approach. (English) Zbl 1506.62184 Comput. Stat. Data Anal. 77, 252-266 (2014). MSC: 62-08 68T05 PDFBibTeX XMLCite \textit{C. Wang} et al., Comput. Stat. Data Anal. 77, 252--266 (2014; Zbl 1506.62184) Full Text: DOI
Wang, Changzhang; Zhou, You; Geng, Zhi Discovering causes and effects of a given node in Bayesian networks. (English) Zbl 1273.62060 Front. Math. China 8, No. 3, 643-663 (2013). MSC: 62F15 05C20 62L99 05C90 62L10 65C60 PDFBibTeX XMLCite \textit{C. Wang} et al., Front. Math. China 8, No. 3, 643--663 (2013; Zbl 1273.62060) Full Text: DOI
Deng, Wanlu; Geng, Zhi; Luo, Peng Identifiability of intermediate variables on causal paths. (English) Zbl 1280.62014 Front. Math. China 8, No. 3, 517-539 (2013). MSC: 62A99 05C20 62H12 05C90 65C60 PDFBibTeX XMLCite \textit{W. Deng} et al., Front. Math. China 8, No. 3, 517--539 (2013; Zbl 1280.62014) Full Text: DOI
He, Yang-Bo; Geng, Zhi Active learning of causal networks with intervention experiments and optimal designs. (English) Zbl 1225.68184 J. Mach. Learn. Res. 9, 2523-2547 (2008). MSC: 68T05 68R10 62H30 PDFBibTeX XMLCite \textit{Y.-B. He} and \textit{Z. Geng}, J. Mach. Learn. Res. 9, 2523--2547 (2008; Zbl 1225.68184) Full Text: Link
Xie, Xianchao; Geng, Zhi A recursive method for structural learning of directed acyclic graphs. (English) Zbl 1225.68222 J. Mach. Learn. Res. 9, 459-483 (2008). MSC: 68T05 68Q32 68R10 PDFBibTeX XMLCite \textit{X. Xie} and \textit{Z. Geng}, J. Mach. Learn. Res. 9, 459--483 (2008; Zbl 1225.68222) Full Text: Link
Xie, Xianchao; Geng, Zhi; Zhao, Qiang Decomposition of structural learning about directed acyclic graphs. (English) Zbl 1131.68510 Artif. Intell. 170, No. 4-5, 422-439 (2006). MSC: 68T05 PDFBibTeX XMLCite \textit{X. Xie} et al., Artif. Intell. 170, No. 4--5, 422--439 (2006; Zbl 1131.68510) Full Text: DOI
He, Yang-Bo; Geng, Zhi; Liang, Xun Learning causal structures based on Markov equivalence class. (English) Zbl 1168.68466 Jain, Sanjay (ed.) et al., Algorithmic learning theory. 16th international conference, ALT 2005, Singapore, October 8–11, 2005. Proceedings. Berlin: Springer (ISBN 3-540-29242-X/pbk). Lecture Notes in Computer Science 3734. Lecture Notes in Artificial Intelligence, 92-106 (2005). MSC: 68T05 60C05 68T30 PDFBibTeX XMLCite \textit{Y.-B. He} et al., Lect. Notes Comput. Sci. 3734, 92--106 (2005; Zbl 1168.68466) Full Text: DOI
Geng, Zhi; Wang, Chi; Zhao, Qiang Decomposition of search for \(v\)-structures in DAGs. (English) Zbl 1137.62420 J. Multivariate Anal. 96, No. 2, 282-294 (2005). MSC: 62P99 05C20 62H99 05C90 PDFBibTeX XMLCite \textit{Z. Geng} et al., J. Multivariate Anal. 96, No. 2, 282--294 (2005; Zbl 1137.62420) Full Text: DOI
Ma, Wen-Qing; Geng, Zhi; Hu, Yong-Hua Identification of graphical models for nonignorable nonresponse of binary outcomes in longitudinal studies. (English) Zbl 1030.62086 J. Multivariate Anal. 87, No. 1, 24-45 (2003). MSC: 62P10 05C90 62H20 62H12 05C20 93B30 PDFBibTeX XMLCite \textit{W.-Q. Ma} et al., J. Multivariate Anal. 87, No. 1, 24--45 (2003; Zbl 1030.62086) Full Text: DOI