Choi, Semin; Kim, Yesool; Park, Gunwoong Densely connected sub-Gaussian linear structural equation model learning via \(\ell_1\)- and \(\ell_2\)-regularized regressions. (English) Zbl 07710146 Comput. Stat. Data Anal. 181, Article ID 107691, 22 p. (2023). MSC: 62-08 PDFBibTeX XMLCite \textit{S. Choi} et al., Comput. Stat. Data Anal. 181, Article ID 107691, 22 p. (2023; Zbl 07710146) Full Text: DOI
Wang, Bingling; Zhou, Qing Causal network learning with non-invertible functional relationships. (English) Zbl 1510.62106 Comput. Stat. Data Anal. 156, Article ID 107141, 18 p. (2021). MSC: 62D20 68T05 PDFBibTeX XMLCite \textit{B. Wang} and \textit{Q. Zhou}, Comput. Stat. Data Anal. 156, Article ID 107141, 18 p. (2021; Zbl 1510.62106) Full Text: DOI arXiv
Huang, Xianzheng; Zhang, Hongmei Tests for differential Gaussian Bayesian networks based on quadratic inference functions. (English) Zbl 1510.62046 Comput. Stat. Data Anal. 159, Article ID 107209, 17 p. (2021). MSC: 62-08 62H15 62P10 PDFBibTeX XMLCite \textit{X. Huang} and \textit{H. Zhang}, Comput. Stat. Data Anal. 159, Article ID 107209, 17 p. (2021; Zbl 1510.62046) 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
Kim, Sung-Ho Calibrated initials for an EM applied to recursive models of categorical variables. (English) Zbl 1072.65504 Comput. Stat. Data Anal. 40, No. 1, 97-110 (2002). MSC: 65C60 PDFBibTeX XMLCite \textit{S.-H. Kim}, Comput. Stat. Data Anal. 40, No. 1, 97--110 (2002; Zbl 1072.65504) Full Text: DOI
Cressie, Noel; Davidson, Jennifer L. Image analysis with partially ordered Markov models. (English) Zbl 1042.62611 Comput. Stat. Data Anal. 29, No. 1, 1-26 (1998). MSC: 62M40 PDFBibTeX XMLCite \textit{N. Cressie} and \textit{J. L. Davidson}, Comput. Stat. Data Anal. 29, No. 1, 1--26 (1998; Zbl 1042.62611) Full Text: DOI