Nguyen, TrungTin; Nguyen, Hien Duy; Chamroukhi, Faicel; Forbes, Florence A non-asymptotic approach for model selection via penalization in high-dimensional mixture of experts models. (English) Zbl 07603097 Electron. J. Stat. 16, No. 2, 4742-4822 (2022). MSC: 62H30 62E17 62H12 PDFBibTeX XMLCite \textit{T. Nguyen} et al., Electron. J. Stat. 16, No. 2, 4742--4822 (2022; Zbl 07603097) Full Text: DOI arXiv Link
Marsman, M.; Huth, K.; Waldorp, L. J.; Ntzoufras, I. Objective Bayesian edge screening and structure selection for Ising networks. (English) Zbl 1486.62307 Psychometrika 87, No. 1, 47-82 (2022). MSC: 62P15 62H22 PDFBibTeX XMLCite \textit{M. Marsman} et al., Psychometrika 87, No. 1, 47--82 (2022; Zbl 1486.62307) Full Text: DOI
Bastide, Paul; Ho, Lam Si Tung; Baele, Guy; Lemey, Philippe; Suchard, Marc A. Efficient Bayesian inference of general Gaussian models on large phylogenetic trees. (English) Zbl 1477.62308 Ann. Appl. Stat. 15, No. 2, 971-997 (2021). MSC: 62P10 62F15 62H22 92D15 PDFBibTeX XMLCite \textit{P. Bastide} et al., Ann. Appl. Stat. 15, No. 2, 971--997 (2021; Zbl 1477.62308) Full Text: DOI arXiv
Witte, Janine; Henckel, Leonard; Maathuis, Marloes H.; Didelez, Vanessa On efficient adjustment in causal graphs. (English) Zbl 07306925 J. Mach. Learn. Res. 21, Paper No. 246, 45 p. (2020). MSC: 68T05 62A09 62D20 PDFBibTeX XMLCite \textit{J. Witte} et al., J. Mach. Learn. Res. 21, Paper No. 246, 45 p. (2020; Zbl 07306925) Full Text: arXiv Link
Robin, Geneviéve; Ambroise, Christophe; Robin, Stéphane Incomplete graphical model inference via latent tree aggregation. (English) Zbl 07289546 Stat. Model. 19, No. 5, 545-568 (2019). MSC: 62-XX PDFBibTeX XMLCite \textit{G. Robin} et al., Stat. Model. 19, No. 5, 545--568 (2019; Zbl 07289546) Full Text: DOI arXiv
Pircalabelu, Eugen; Claeskens, Gerda; Gijbels, Irène Copula directed acyclic graphs. (English) Zbl 1505.62322 Stat. Comput. 27, No. 1, 55-78 (2017). MSC: 62-08 62H05 62H20 62H22 PDFBibTeX XMLCite \textit{E. Pircalabelu} et al., Stat. Comput. 27, No. 1, 55--78 (2017; Zbl 1505.62322) Full Text: DOI Link
Mohammadi, A.; Wit, E. C. Bayesian structure learning in sparse Gaussian graphical models. (English) Zbl 1335.62056 Bayesian Anal. 10, No. 1, 109-138 (2015). MSC: 62F15 60J28 62H12 62H30 68T05 62A09 65C60 65C05 PDFBibTeX XMLCite \textit{A. Mohammadi} and \textit{E. C. Wit}, Bayesian Anal. 10, No. 1, 109--138 (2015; Zbl 1335.62056) Full Text: DOI arXiv Euclid
Fellinghauer, Bernd; Bühlmann, Peter; Ryffel, Martin; von Rhein, Michael; Reinhardt, Jan D. Stable graphical model estimation with random forests for discrete, continuous, and mixed variables. (English) Zbl 1468.62053 Comput. Stat. Data Anal. 64, 132-152 (2013). MSC: 62-08 62H22 62P10 PDFBibTeX XMLCite \textit{B. Fellinghauer} et al., Comput. Stat. Data Anal. 64, 132--152 (2013; Zbl 1468.62053) Full Text: DOI arXiv
Hirose, Yoshihiro; Komaki, Fumiyasu Edge selection based on the geometry of dually flat spaces for Gaussian graphical models. (English) Zbl 1322.62051 Stat. Comput. 23, No. 6, 793-800 (2013). MSC: 62A09 62H99 PDFBibTeX XMLCite \textit{Y. Hirose} and \textit{F. Komaki}, Stat. Comput. 23, No. 6, 793--800 (2013; Zbl 1322.62051) Full Text: DOI
Giraud, Christophe; Huet, Sylvie; Verzelen, Nicolas Graph selection with GGMselect. (English) Zbl 1296.92110 Stat. Appl. Genet. Mol. Biol. 11, No. 3, Article No. 3, 50 p. (2012). MSC: 92C42 92B15 PDFBibTeX XMLCite \textit{C. Giraud} et al., Stat. Appl. Genet. Mol. Biol. 11, No. 3, Article No. 3, 50 p. (2012; Zbl 1296.92110) Full Text: DOI arXiv
Lodewyckx, Tom; Kim, Woojae; Lee, Michael D.; Tuerlinckx, Francis; Kuppens, Peter; Wagenmakers, Eric-Jan A tutorial on Bayes factor estimation with the product space method. (English) Zbl 1225.62037 J. Math. Psychol. 55, No. 5, 331-347 (2011). MSC: 62F15 65C40 62P15 PDFBibTeX XMLCite \textit{T. Lodewyckx} et al., J. Math. Psychol. 55, No. 5, 331--347 (2011; Zbl 1225.62037) Full Text: DOI Link
Gao, Xin; Lin, Lina; Huang, Ying Application of model selection technique in chemogenomic data analysis. (English) Zbl 07260222 Stat. Anal. Data Min. 2, No. 3, 186-191 (2009). MSC: 62-XX 68-XX PDFBibTeX XMLCite \textit{X. Gao} et al., Stat. Anal. Data Min. 2, No. 3, 186--191 (2009; Zbl 07260222) Full Text: DOI