Duttweiler, Luke; Thurston, Sally W.; Almudevar, Anthony Spectral Bayesian network theory. (English) Zbl 1518.05115 Linear Algebra Appl. 674, 282-303 (2023). MSC: 05C50 05C22 62H22 62H10 60C05 PDFBibTeX XMLCite \textit{L. Duttweiler} et al., Linear Algebra Appl. 674, 282--303 (2023; Zbl 1518.05115) Full Text: DOI arXiv
Han, Sung Won; Park, Sunghoon; Zhong, Hua; Ryu, Eun-Seok; Wang, Pei; Jung, Sehee; Lim, Jayeon; Yoon, Jeewhan; Kim, SungHwan Estimation of joint directed acyclic graphs with Lasso family for gene networks. (English) Zbl 1497.62282 Commun. Stat., Simulation Comput. 50, No. 9, 2793-2807 (2021). MSC: 62P10 62H22 62H12 62J07 68T05 PDFBibTeX XMLCite \textit{S. W. Han} et al., Commun. Stat., Simulation Comput. 50, No. 9, 2793--2807 (2021; Zbl 1497.62282) Full Text: DOI
Park, Gunwoong; Kim, Yesool Learning high-dimensional Gaussian linear structural equation models with heterogeneous error variances. (English) Zbl 1510.62069 Comput. Stat. Data Anal. 154, Article ID 107084, 17 p. (2021). MSC: 62-08 62H12 62H22 62P10 68T05 PDFBibTeX XMLCite \textit{G. Park} and \textit{Y. Kim}, Comput. Stat. Data Anal. 154, Article ID 107084, 17 p. (2021; Zbl 1510.62069) Full Text: DOI
Guo, Xiao; Zhang, Hai Sparse directed acyclic graphs incorporating the covariates. (English) Zbl 1452.62403 Stat. Pap. 61, No. 5, 2119-2148 (2020). MSC: 62H22 62H12 62J07 62F12 62P10 PDFBibTeX XMLCite \textit{X. Guo} and \textit{H. Zhang}, Stat. Pap. 61, No. 5, 2119--2148 (2020; Zbl 1452.62403) Full Text: DOI
Sanguinetti, Guido (ed.); Huynh-Thu, Vân Anh (ed.) Gene regulatory networks. Methods and protocols. (English) Zbl 1417.92005 Methods in Molecular Biology 1883. New York, NY: Humana Press (ISBN 978-1-4939-8881-5/hbk; 978-1-4939-8882-2/ebook). xi, 430 p. (2019). Reviewer: Irina Ioana Mohorianu (Oxford) MSC: 92-06 92C42 92C40 92-08 PDFBibTeX XMLCite \textit{G. Sanguinetti} (ed.) and \textit{V. A. Huynh-Thu} (ed.), Gene regulatory networks. Methods and protocols. New York, NY: Humana Press (2019; Zbl 1417.92005) Full Text: DOI
Kallah-Dagadu, G.; Nkansah, B. K.; Howard, N. Probabilistic graphical modelling of causal effects among the occurrences of transcription factors in DNA sequence. (English) Zbl 1433.62307 JP J. Biostat. 15, No. 1, 39-64 (2018). MSC: 62P10 92D20 92B15 62A09 PDFBibTeX XMLCite \textit{G. Kallah-Dagadu} et al., JP J. Biostat. 15, No. 1, 39--64 (2018; Zbl 1433.62307) Full Text: DOI
Nandy, Preetam; Hauser, Alain; Maathuis, Marloes H. High-dimensional consistency in score-based and hybrid structure learning. (English) Zbl 1411.62144 Ann. Stat. 46, No. 6A, 3151-3183 (2018). Reviewer: Apostolos Batsidis (Ioannina) MSC: 62H12 68T05 PDFBibTeX XMLCite \textit{P. Nandy} et al., Ann. Stat. 46, No. 6A, 3151--3183 (2018; Zbl 1411.62144) Full Text: DOI arXiv Euclid
Park, Young Woong; Klabjan, Diego Bayesian network learning via topological order. (English) Zbl 1440.90083 J. Mach. Learn. Res. 18(2017-2018), Paper No. 99, 32 p. (2017). MSC: 90C35 90C11 PDFBibTeX XMLCite \textit{Y. W. Park} and \textit{D. Klabjan}, J. Mach. Learn. Res. 18, Paper No. 99, 32 p. (2017; Zbl 1440.90083) Full Text: arXiv Link
Oates, Chris J.; Smith, Jim Q.; Mukherjee, Sach; Cussens, James Exact estimation of multiple directed acyclic graphs. (English) Zbl 1505.62300 Stat. Comput. 26, No. 4, 797-811 (2016). MSC: 62-08 62H12 62H22 68T05 90C10 PDFBibTeX XMLCite \textit{C. J. Oates} et al., Stat. Comput. 26, No. 4, 797--811 (2016; Zbl 1505.62300) Full Text: DOI arXiv
Hayashi, Yu; Yamanishi, Kenji Sequential network change detection with its applications to ad impact relation analysis. (English) Zbl 1403.68188 Data Min. Knowl. Discov. 29, No. 1, 137-167 (2015). MSC: 68T05 62F15 62M10 90B60 PDFBibTeX XMLCite \textit{Y. Hayashi} and \textit{K. Yamanishi}, Data Min. Knowl. Discov. 29, No. 1, 137--167 (2015; Zbl 1403.68188) Full Text: DOI
Pircalabelu, Eugen; Claeskens, Gerda; Waldorp, Lourens A focused information criterion for graphical models. (English) Zbl 1331.62057 Stat. Comput. 25, No. 6, 1071-1092 (2015). MSC: 62B10 62A09 65C60 PDFBibTeX XMLCite \textit{E. Pircalabelu} et al., Stat. Comput. 25, No. 6, 1071--1092 (2015; Zbl 1331.62057) Full Text: DOI Link
Aderhold, Andrej; Husmeier, Dirk; Grzegorczyk, Marco Statistical inference of regulatory networks for circadian regulation. (English) Zbl 1296.92011 Stat. Appl. Genet. Mol. Biol. 13, No. 3, 227-273 (2014). MSC: 92B15 PDFBibTeX XMLCite \textit{A. Aderhold} et al., Stat. Appl. Genet. Mol. Biol. 13, No. 3, 227--273 (2014; Zbl 1296.92011) Full Text: DOI Link
Chu, Haitao; Ibrahim, Joseph G.; Khondker, Zakaria S.; Lin, Weili; Zhu, Hongtu The Bayesian covariance lasso. (English) Zbl 1327.62138 Stat. Interface 6, No. 2, 243-259 (2013). MSC: 62F15 62J07 62-07 PDFBibTeX XMLCite \textit{H. Chu} et al., Stat. Interface 6, No. 2, 243--259 (2013; Zbl 1327.62138) Full Text: DOI