Byrd, Michael; Nghiem, Linh H.; McGee, Monnie Bayesian regularization of Gaussian graphical models with measurement error. (English) Zbl 07345810 Comput. Stat. Data Anal. 156, Article ID 107085, 10 p. (2021). MSC: 62 PDF BibTeX XML Cite \textit{M. Byrd} et al., Comput. Stat. Data Anal. 156, Article ID 107085, 10 p. (2021; Zbl 07345810) Full Text: DOI
Wehbe, Diala; Wicker, Nicolas; Al-Ayoubi, Baydaa; Moulinier, Luc Fixed-size determinantal point processes sampling for species phylogeny. (English) Zbl 07340950 MathS In Action 10, No. 1, 1-13 (2021). MSC: 62P10 92D15 62H22 60G55 PDF BibTeX XML Cite \textit{D. Wehbe} et al., MathS In Action 10, No. 1, 1--13 (2021; Zbl 07340950) Full Text: DOI
Li, Zhongyang Exact recovery of community detection in \(k\)-partite graph models with applications to learning electric potentials in electric networks. (English) Zbl 07325970 J. Stat. Phys. 182, No. 1, Paper No. 6, 68 p. (2021). MSC: 62H30 62H22 62P30 05C90 PDF BibTeX XML Cite \textit{Z. Li}, J. Stat. Phys. 182, No. 1, Paper No. 6, 68 p. (2021; Zbl 07325970) Full Text: DOI
Marrelec, Guillaume; Giron, Alain; Messio, Laura Exponential decay of pairwise correlation in Gaussian graphical models with an equicorrelational one-dimensional connection pattern. (English) Zbl 07325867 Stat. Probab. Lett. 171, Article ID 109016, 6 p. (2021). MSC: 62H22 62H20 PDF BibTeX XML Cite \textit{G. Marrelec} et al., Stat. Probab. Lett. 171, Article ID 109016, 6 p. (2021; Zbl 07325867) Full Text: DOI
Kashlak, Adam B. Non-asymptotic error controlled sparse high dimensional precision matrix estimation. (English) Zbl 07321515 J. Multivariate Anal. 181, Article ID 104690, 16 p. (2021). MSC: 62H12 62H22 62G05 62J15 60B20 62P10 92D20 PDF BibTeX XML Cite \textit{A. B. Kashlak}, J. Multivariate Anal. 181, Article ID 104690, 16 p. (2021; Zbl 07321515) Full Text: DOI
Peyhardi, Jean; Fernique, Pierre; Durand, Jean-Baptiste Splitting models for multivariate count data. (English) Zbl 07321510 J. Multivariate Anal. 181, Article ID 104677, 19 p. (2021). MSC: 62H10 62H22 62H05 60E05 PDF BibTeX XML Cite \textit{J. Peyhardi} et al., J. Multivariate Anal. 181, Article ID 104677, 19 p. (2021; Zbl 07321510) Full Text: DOI
Klüppelberg, Claudia; Krali, Mario Estimating an extreme Bayesian network via scalings. (English) Zbl 07321505 J. Multivariate Anal. 181, Article ID 104672, 23 p. (2021). MSC: 62H22 62R01 62G30 62G32 60G70 60F10 65S05 05C90 62P10 62P05 PDF BibTeX XML Cite \textit{C. Klüppelberg} and \textit{M. Krali}, J. Multivariate Anal. 181, Article ID 104672, 23 p. (2021; Zbl 07321505) Full Text: DOI
Coons, Jane Ivy; Sullivant, Seth Quasi-independence models with rational maximum likelihood estimator. (English) Zbl 07312506 J. Symb. Comput. 104, 917-941 (2021). MSC: 62R01 62H22 62F12 PDF BibTeX XML Cite \textit{J. I. Coons} and \textit{S. Sullivant}, J. Symb. Comput. 104, 917--941 (2021; Zbl 07312506) Full Text: DOI
Brinda, W. D. Visualizing linear models. (English) Zbl 07301623 Cham: Springer (ISBN 978-3-030-64166-5/hbk; 978-3-030-64167-2/ebook). xvi, 167 p. (2021). MSC: 62-02 62J05 62A09 PDF BibTeX XML Cite \textit{W. D. Brinda}, Visualizing linear models. Cham: Springer (2021; Zbl 07301623) Full Text: DOI
Duarte, Eliana; Marigliano, Orlando; Sturmfels, Bernd Discrete statistical models with rational maximum likelihood estimator. (English) Zbl 07282845 Bernoulli 27, No. 1, 135-154 (2021). Reviewer: Glauber Márcio Silveira Pereira (Ceará) MSC: 62R01 62H22 14P10 PDF BibTeX XML Cite \textit{E. Duarte} et al., Bernoulli 27, No. 1, 135--154 (2021; Zbl 07282845) Full Text: DOI Euclid
Sucar, Luis Enrique Probabilistic graphical models. Principles and applications. 2nd fully updated edition. (English) Zbl 1453.68001 Advances in Computer Vision and Pattern Recognition. Cham: Springer (ISBN 978-3-030-61942-8/hbk; 978-3-030-61943-5/ebook). xxviii, 355 p. (2021). MSC: 68-01 62-01 60J20 62-04 62F15 62H22 62H30 68-04 68T05 68T07 68T37 90C40 PDF BibTeX XML Cite \textit{L. E. Sucar}, Probabilistic graphical models. Principles and applications. 2nd fully updated edition. Cham: Springer (2021; Zbl 1453.68001) Full Text: DOI
Javidian, Mohammad Ali; Wang, Zhiyu; Lu, Linyuan; Valtorta, Marco On a hypergraph probabilistic graphical model. (English) Zbl 07342724 Ann. Math. Artif. Intell. 88, No. 9, 1003-1033 (2020). MSC: 62H22 62A09 05C65 05C70 05C75 PDF BibTeX XML Cite \textit{M. A. Javidian} et al., Ann. Math. Artif. Intell. 88, No. 9, 1003--1033 (2020; Zbl 07342724) Full Text: DOI
Gauraha, Niharika; Parui, Swapan K. Mutual conditional independence and its applications to model selection in Markov networks. (English) Zbl 07342721 Ann. Math. Artif. Intell. 88, No. 9, 951-972 (2020). MSC: 97K99 00A69 97R99 PDF BibTeX XML Cite \textit{N. Gauraha} and \textit{S. K. Parui}, Ann. Math. Artif. Intell. 88, No. 9, 951--972 (2020; Zbl 07342721) Full Text: DOI
Tan, Jianbin; Jiang, Yukang; Tian, Ting; Wang, Xueqin P-SIHR probabilistic graphical model: an applicable model of COVID-19 in estimating the number of infectious individuals without isolation. (Chinese. English summary) Zbl 07338433 Acta Math. Appl. Sin. 43, No. 2, 365-382 (2020). MSC: 62H22 62H12 PDF BibTeX XML Cite \textit{J. Tan} et al., Acta Math. Appl. Sin. 43, No. 2, 365--382 (2020; Zbl 07338433)
Su, Wen Qing; Guo, Xiao; Zhang, Hai Differentially private precision matrix estimation. (English) Zbl 07334456 Acta Math. Sin., Engl. Ser. 36, No. 10, 1107-1124 (2020). MSC: 62H12 62H22 62J07 PDF BibTeX XML Cite \textit{W. Q. Su} et al., Acta Math. Sin., Engl. Ser. 36, No. 10, 1107--1124 (2020; Zbl 07334456) Full Text: DOI
Zhong, Guo; Pun, Chi-Man Nonnegative self-representation with a fixed rank constraint for subspace clustering. (English) Zbl 07333042 Inf. Sci. 518, 127-141 (2020). MSC: 62H30 62H22 62J05 PDF BibTeX XML Cite \textit{G. Zhong} and \textit{C.-M. Pun}, Inf. Sci. 518, 127--141 (2020; Zbl 07333042) Full Text: DOI
Do, Hyungrok; Cheon, Myun-Seok; Kim, Seoung Bum Graph structured sparse subset selection. (English) Zbl 07333039 Inf. Sci. 518, 71-94 (2020). MSC: 62H22 62J05 62F07 PDF BibTeX XML Cite \textit{H. Do} et al., Inf. Sci. 518, 71--94 (2020; Zbl 07333039) Full Text: DOI
Sturmfels, Bernd; Uhler, Caroline; Zwiernik, Piotr Brownian motion tree models are toric. (English) Zbl 07332783 Kybernetika 56, No. 6, 1154-1175 (2020). MSC: 62R01 62H22 15B48 PDF BibTeX XML Cite \textit{B. Sturmfels} et al., Kybernetika 56, No. 6, 1154--1175 (2020; Zbl 07332783) Full Text: DOI
Likhosherstov, Valerii; Maximov, Yury; Chertkov, Michael Tractable minor-free generalization of planar zero-field Ising models. (English) Zbl 07330528 J. Stat. Mech. Theory Exp. 2020, No. 12, Article ID 124007, 32 p. (2020). MSC: 82 PDF BibTeX XML Cite \textit{V. Likhosherstov} et al., J. Stat. Mech. Theory Exp. 2020, No. 12, Article ID 124007, 32 p. (2020; Zbl 07330528) Full Text: DOI
Chertkov, Michael; Chernyak, Vladimir; Maximov, Yury Gauges, loops, and polynomials for partition functions of graphical models. (English) Zbl 07330527 J. Stat. Mech. Theory Exp. 2020, No. 12, Article ID 124006, 27 p. (2020). MSC: 82 PDF BibTeX XML Cite \textit{M. Chertkov} et al., J. Stat. Mech. Theory Exp. 2020, No. 12, Article ID 124006, 27 p. (2020; Zbl 07330527) Full Text: DOI
Burigana, Luigi; Vicovaro, Michele Compatibility of distributions in probabilistic models: an algebraic frame and some characterizations. (English) Zbl 07327732 Algebr. Stat. 11, No. 2, 213-246 (2020). MSC: 62R01 62H10 62H22 60E05 PDF BibTeX XML Cite \textit{L. Burigana} and \textit{M. Vicovaro}, Algebr. Stat. 11, No. 2, 213--246 (2020; Zbl 07327732) Full Text: DOI
Burigana, Luigi; Vicovaro, Michele Inferring properties of probability kernels from the pairs of variables they involve. (English) Zbl 07327725 Algebr. Stat. 11, No. 1, 79-97 (2020). MSC: 62R01 62H22 62G05 60E05 PDF BibTeX XML Cite \textit{L. Burigana} and \textit{M. Vicovaro}, Algebr. Stat. 11, No. 1, 79--97 (2020; Zbl 07327725) Full Text: DOI
Abbe, Emmanuel; Boix-Adserà, Enric An information-percolation bound for spin synchronization on general graphs. (English) Zbl 07325604 Ann. Appl. Probab. 30, No. 3, 1066-1090 (2020). MSC: 62B10 62H22 62R01 60K35 94A12 05C90 PDF BibTeX XML Cite \textit{E. Abbe} and \textit{E. Boix-Adserà}, Ann. Appl. Probab. 30, No. 3, 1066--1090 (2020; Zbl 07325604) Full Text: DOI Euclid
Deng, Hang; Zhang, Cun-Hui Isotonic regression in multi-dimensional spaces and graphs. (English) Zbl 07315926 Ann. Stat. 48, No. 6, 3672-3698 (2020). Reviewer: Dimitrios Bagkavos (Ioannina) MSC: 62G05 62G08 62H22 62K20 62C20 PDF BibTeX XML Cite \textit{H. Deng} and \textit{C.-H. Zhang}, Ann. Stat. 48, No. 6, 3672--3698 (2020; Zbl 07315926) Full Text: DOI Euclid
Evans, Robin J. Model selection and local geometry. (English) Zbl 07315920 Ann. Stat. 48, No. 6, 3513-3544 (2020). Reviewer: Fabio Rapallo (Alessandria) MSC: 62H15 62H22 62F03 62R20 PDF BibTeX XML Cite \textit{R. J. Evans}, Ann. Stat. 48, No. 6, 3513--3544 (2020; Zbl 07315920) Full Text: DOI Euclid
Li, Zehang Richard; McComick, Tyler H.; Clark, Samuel J. Using Bayesian latent Gaussian graphical models to infer symptom associations in verbal autopsies. (English) Zbl 07307949 Bayesian Anal. 15, No. 3, 781-807 (2020). MSC: 62H22 62H30 62N05 62P10 92D25 PDF BibTeX XML Cite \textit{Z. R. Li} et al., Bayesian Anal. 15, No. 3, 781--807 (2020; Zbl 07307949) Full Text: DOI Euclid
Mulgrave, Jami J.; Ghosal, Subhashis Bayesian inference in nonparanormal graphical models. (English) Zbl 07307936 Bayesian Anal. 15, No. 2, 449-475 (2020). MSC: 62F15 62H22 62P10 92D20 PDF BibTeX XML Cite \textit{J. J. Mulgrave} and \textit{S. Ghosal}, Bayesian Anal. 15, No. 2, 449--475 (2020; Zbl 07307936) Full Text: DOI Euclid
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 PDF BibTeX XML Cite \textit{J. Witte} et al., J. Mach. Learn. Res. 21, Paper No. 246, 45 p. (2020; Zbl 07306925) Full Text: Link
Plečko, Drago; Meinshausen, Nicolai Fair data adaptation with quantile preservation. (English) Zbl 07306921 J. Mach. Learn. Res. 21, Paper No. 242, 44 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{D. Plečko} and \textit{N. Meinshausen}, J. Mach. Learn. Res. 21, Paper No. 242, 44 p. (2020; Zbl 07306921) Full Text: Link
Ramsey, Joseph D.; Malinsky, Daniel; Bui, Kevin V. algcomparison: comparing the performance of graphical structure learning algorithms with TETRAD. (English) Zbl 07306917 J. Mach. Learn. Res. 21, Paper No. 238, 6 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{J. D. Ramsey} et al., J. Mach. Learn. Res. 21, Paper No. 238, 6 p. (2020; Zbl 07306917) Full Text: Link
Krivitsky, Pavel N.; Koehly, Laura M.; Marcum, Christopher Steven Exponential-family random graph models for multi-layer networks. (English) Zbl 07300517 Psychometrika 85, No. 3, 630-659 (2020). MSC: 62P15 62H22 62E15 60E05 PDF BibTeX XML Cite \textit{P. N. Krivitsky} et al., Psychometrika 85, No. 3, 630--659 (2020; Zbl 07300517) Full Text: DOI
Sweet, Tracy; Adhikari, Samrachana A latent space network model for social influence. (English) Zbl 07300260 Psychometrika 85, No. 2, 251-274 (2020). MSC: 62P15 62H22 91D30 PDF BibTeX XML Cite \textit{T. Sweet} and \textit{S. Adhikari}, Psychometrika 85, No. 2, 251--274 (2020; Zbl 07300260) Full Text: DOI
Xie, Fangzheng; Xu, Yanxun Optimal Bayesian estimation for random dot product graphs. (English) Zbl 1457.62192 Biometrika 107, No. 4, 875-889 (2020). MSC: 62H22 62M15 62C20 PDF BibTeX XML Cite \textit{F. Xie} and \textit{Y. Xu}, Biometrika 107, No. 4, 875--889 (2020; Zbl 1457.62192) Full Text: DOI
Guo, F. Richard; Richardson, Thomas S. On testing marginal versus conditional independence. (English) Zbl 1457.62191 Biometrika 107, No. 4, 771-790 (2020). MSC: 62H22 62H15 PDF BibTeX XML Cite \textit{F. R. Guo} and \textit{T. S. Richardson}, Biometrika 107, No. 4, 771--790 (2020; Zbl 1457.62191) Full Text: DOI
Li, Guanghui; Zhu, Zhibin; Yan, Fei; Zhang, Chongqi Graphical method in testing the optimality of symmetrical mixture design. (Chinese. English summary) Zbl 07295800 J. Syst. Sci. Math. Sci. 40, No. 2, 355-365 (2020). MSC: 62K05 62C05 62H22 62H30 PDF BibTeX XML Cite \textit{G. Li} et al., J. Syst. Sci. Math. Sci. 40, No. 2, 355--365 (2020; Zbl 07295800)
Wang, Xuzhen; Jin, Baisuo High-dimensional covariance matrix estimation based on network. (Chinese. English summary) Zbl 07295023 Chin. J. Appl. Probab. Stat. 36, No. 4, 342-354 (2020). MSC: 62J10 62H12 62H22 PDF BibTeX XML Cite \textit{X. Wang} and \textit{B. Jin}, Chin. J. Appl. Probab. Stat. 36, No. 4, 342--354 (2020; Zbl 07295023) Full Text: DOI
Koponen, Vera Conditional probability logic, lifted Bayesian networks, and almost sure quantifier elimination. (English) Zbl 07285586 Theor. Comput. Sci. 848, 1-27 (2020). MSC: 68Q PDF BibTeX XML Cite \textit{V. Koponen}, Theor. Comput. Sci. 848, 1--27 (2020; Zbl 07285586) Full Text: DOI
Peng, Si; Shen, Xiaotong; Pan, Wei Reconstruction of a directed acyclic graph with intervention. (English) Zbl 1455.62031 Electron. J. Stat. 14, No. 2, 4133-4164 (2020). MSC: 62A09 62H22 05C90 PDF BibTeX XML Cite \textit{S. Peng} et al., Electron. J. Stat. 14, No. 2, 4133--4164 (2020; Zbl 1455.62031) Full Text: DOI Euclid
Peluso, Stefano; Consonni, Guido Compatible priors for model selection of high-dimensional Gaussian DAGs. (English) Zbl 1455.62062 Electron. J. Stat. 14, No. 2, 4110-4132 (2020). MSC: 62F15 62F07 62H22 PDF BibTeX XML Cite \textit{S. Peluso} and \textit{G. Consonni}, Electron. J. Stat. 14, No. 2, 4110--4132 (2020; Zbl 1455.62062) Full Text: DOI Euclid
Huang, Dongming; Janson, Lucas Relaxing the assumptions of knockoffs by conditioning. (English) Zbl 1454.62132 Ann. Stat. 48, No. 5, 3021-3042 (2020). MSC: 62G10 62H22 62R40 62B05 62J12 PDF BibTeX XML Cite \textit{D. Huang} and \textit{L. Janson}, Ann. Stat. 48, No. 5, 3021--3042 (2020; Zbl 1454.62132) Full Text: DOI Euclid
Anderes, Ethan; Møller, Jesper; Rasmussen, Jakob G. Isotropic covariance functions on graphs and their edges. (English) Zbl 1455.62142 Ann. Stat. 48, No. 4, 2478-2503 (2020). Reviewer: Andriy Olenko (Melbourne) MSC: 62J10 62M30 62H22 62R30 05C90 46E22 60K20 PDF BibTeX XML Cite \textit{E. Anderes} et al., Ann. Stat. 48, No. 4, 2478--2503 (2020; Zbl 1455.62142) Full Text: DOI Euclid
Ganteda, Charan Kumar; Shobhalatha, Gurram Analysis of water quality by using spatial graph theory and metamodelling. (English) Zbl 1454.62442 Thail. Stat. 18, No. 4, 429-438 (2020). MSC: 62P12 62H11 62H22 62J12 PDF BibTeX XML Cite \textit{C. K. Ganteda} and \textit{G. Shobhalatha}, Thail. Stat. 18, No. 4, 429--438 (2020; Zbl 1454.62442) Full Text: Link
Qi, Anna; Yang, Lihua; Huang, Chao Convergence of Markovian stochastic approximation for Markov random fields with hidden variables. (English) Zbl 1453.62619 Stoch. Dyn. 20, No. 5, Article ID 2050029, 27 p. (2020). MSC: 62M40 62M05 62H22 62F10 62L20 68T05 65C05 PDF BibTeX XML Cite \textit{A. Qi} et al., Stoch. Dyn. 20, No. 5, Article ID 2050029, 27 p. (2020; Zbl 1453.62619) Full Text: DOI
Abro, Kashif Ali; Atangana, Abdon Mathematical analysis of memristor through fractal-fractional differential operators: a numerical study. (English) Zbl 1455.34048 Math. Methods Appl. Sci. 43, No. 10, 6378-6395 (2020). MSC: 34C60 34A08 94C60 34C28 65L05 34D45 28A80 PDF BibTeX XML Cite \textit{K. A. Abro} and \textit{A. Atangana}, Math. Methods Appl. Sci. 43, No. 10, 6378--6395 (2020; Zbl 1455.34048) Full Text: DOI
Chen, Shea D.; Lim, Andrew E. B. A generalized Black-Litterman model. (English) Zbl 1455.91233 Oper. Res. 68, No. 2, 381-410 (2020). MSC: 91G10 60F05 PDF BibTeX XML Cite \textit{S. D. Chen} and \textit{A. E. B. Lim}, Oper. Res. 68, No. 2, 381--410 (2020; Zbl 1455.91233) Full Text: DOI
Decancq, Koen Measuring cumulative deprivation and affluence based on the diagonal dependence diagram. (English) Zbl 1452.62346 Metron 78, No. 2, 103-117 (2020). MSC: 62H05 62H22 62G30 PDF BibTeX XML Cite \textit{K. Decancq}, Metron 78, No. 2, 103--117 (2020; Zbl 1452.62346) Full Text: DOI
Sanna Passino, Francesco; Heard, Nicholas A. Bayesian estimation of the latent dimension and communities in stochastic blockmodels. (English) Zbl 1452.62404 Stat. Comput. 30, No. 5, 1291-1307 (2020). MSC: 62H22 62M45 PDF BibTeX XML Cite \textit{F. Sanna Passino} and \textit{N. A. Heard}, Stat. Comput. 30, No. 5, 1291--1307 (2020; Zbl 1452.62404) Full Text: DOI
Augugliaro, Luigi; Sottile, Gianluca; Vinciotti, Veronica The conditional censored graphical Lasso estimator. (English) Zbl 1452.62518 Stat. Comput. 30, No. 5, 1273-1289 (2020). MSC: 62J07 62N01 62H22 PDF BibTeX XML Cite \textit{L. Augugliaro} et al., Stat. Comput. 30, No. 5, 1273--1289 (2020; Zbl 1452.62518) Full Text: DOI
Cronie, Ottmar; Moradi, Mehdi; Mateu, Jorge Inhomogeneous higher-order summary statistics for point processes on linear networks. (English) Zbl 1452.62402 Stat. Comput. 30, No. 5, 1221-1239 (2020). MSC: 62H22 60G55 62P30 PDF BibTeX XML Cite \textit{O. Cronie} et al., Stat. Comput. 30, No. 5, 1221--1239 (2020; Zbl 1452.62402) 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 PDF BibTeX XML Cite \textit{X. Guo} and \textit{H. Zhang}, Stat. Pap. 61, No. 5, 2119--2148 (2020; Zbl 1452.62403) Full Text: DOI
Mao, Jialiang; Chen, Yuhan; Ma, Li Bayesian graphical compositional regression for microbiome data. (English) Zbl 1445.62281 J. Am. Stat. Assoc. 115, No. 530, 610-624 (2020). MSC: 62P10 92C70 62H22 PDF BibTeX XML Cite \textit{J. Mao} et al., J. Am. Stat. Assoc. 115, No. 530, 610--624 (2020; Zbl 1445.62281) Full Text: DOI
Tang, Chengyong; Fan, Yingying; Kong, Yinfei Precision matrix estimation by inverse principal orthogonal decomposition. (English) Zbl 07266475 Commun. Math. Res. 36, No. 1, 68-92 (2020). MSC: 62H12 62H22 62H25 PDF BibTeX XML Cite \textit{C. Tang} et al., Commun. Math. Res. 36, No. 1, 68--92 (2020; Zbl 07266475) Full Text: DOI
Gao, Xiaoguang; Wang, Chenfeng; Di, Ruohai A block learning algorithm with improved \(K\)-means algorithm for learning sparse BN optimal structure. (Chinese. English summary) Zbl 07266294 Acta Autom. Sin. 46, No. 5, 923-933 (2020). MSC: 68T05 62H22 PDF BibTeX XML Cite \textit{X. Gao} et al., Acta Autom. Sin. 46, No. 5, 923--933 (2020; Zbl 07266294) Full Text: DOI
Ghosh, Prasenjit; Pati, Debdeep; Bhattacharya, Anirban Posterior contraction rates for stochastic block models. (English) Zbl 1451.62036 Sankhyā, Ser. A 82, No. 2, 448-476 (2020). MSC: 62G07 62G20 62H30 62H22 60K35 PDF BibTeX XML Cite \textit{P. Ghosh} et al., Sankhyā, Ser. A 82, No. 2, 448--476 (2020; Zbl 1451.62036) Full Text: DOI
Mauá, Denis Deratani; Cozman, Fabio Gagliardi Thirty years of credal networks: specification, algorithms and complexity. (English) Zbl 07264287 Int. J. Approx. Reasoning 126, 133-157 (2020). MSC: 68T37 PDF BibTeX XML Cite \textit{D. D. Mauá} and \textit{F. G. Cozman}, Int. J. Approx. Reasoning 126, 133--157 (2020; Zbl 07264287) Full Text: DOI
Mattei, Lilith; Antonucci, Alessandro; Mauá, Denis Deratani; Facchini, Alessandro; Villanueva Llerena, Julissa Tractable inference in credal sentential decision diagrams. (English) Zbl 07264269 Int. J. Approx. Reasoning 125, 26-48 (2020). MSC: 68T37 PDF BibTeX XML Cite \textit{L. Mattei} et al., Int. J. Approx. Reasoning 125, 26--48 (2020; Zbl 07264269) Full Text: DOI
Roverato, Alberto; Castelo, Robert Path weights in concentration graphs. (English) Zbl 1451.62066 Biometrika 107, No. 3, 705-722 (2020). MSC: 62H22 62H20 62P10 PDF BibTeX XML Cite \textit{A. Roverato} and \textit{R. Castelo}, Biometrika 107, No. 3, 705--722 (2020; Zbl 1451.62066) Full Text: DOI
Mukhopadhyay, Subhadeep; Wang, Kaijun A nonparametric approach to high-dimensional \(k\)-sample comparison problems. (English) Zbl 1451.62065 Biometrika 107, No. 3, 555-572 (2020). MSC: 62H22 62G05 PDF BibTeX XML Cite \textit{S. Mukhopadhyay} and \textit{K. Wang}, Biometrika 107, No. 3, 555--572 (2020; Zbl 1451.62065) Full Text: DOI
Yeturu, Kalidas Machine learning algorithms, applications, and practices in data science. (English) Zbl 1444.62138 Rao, Arni Srinivasa (ed.) et al., Principles and methods for data science. Amsterdam: Elsevier/North Holland. Handb. Stat. 43, 81-206 (2020). MSC: 62R07 62P10 68T05 PDF BibTeX XML Cite \textit{K. Yeturu}, Handb. Stat. 43, 81--206 (2020; Zbl 1444.62138) Full Text: DOI
Matveev, R.; Portegies, J. W. Tropical diagrams of probability spaces. (English) Zbl 07258312 Inf. Geom. 3, No. 1, 61-88 (2020). MSC: 62B10 62B11 62H22 60A05 60B10 40A05 94A12 PDF BibTeX XML Cite \textit{R. Matveev} and \textit{J. W. Portegies}, Inf. Geom. 3, No. 1, 61--88 (2020; Zbl 07258312) Full Text: DOI
Diel, Roland; Le Corff, Sylvain; Lerasle, Matthieu Learning the distribution of latent variables in paired comparison models with round-robin scheduling. (English) Zbl 07256156 Bernoulli 26, No. 4, 2670-2698 (2020). MSC: 62G07 62H22 62J15 62M05 PDF BibTeX XML Cite \textit{R. Diel} et al., Bernoulli 26, No. 4, 2670--2698 (2020; Zbl 07256156) Full Text: DOI Euclid
Drton, Mathias; Robeva, Elina; Weihs, Luca Nested covariance determinants and restricted trek separation in Gaussian graphical models. (English) Zbl 07256151 Bernoulli 26, No. 4, 2503-2540 (2020). MSC: 62H22 62H12 62J10 62R01 PDF BibTeX XML Cite \textit{M. Drton} et al., Bernoulli 26, No. 4, 2503--2540 (2020; Zbl 07256151) Full Text: DOI Euclid
Yu, Hang; Wu, Songwei; Xin, Luyin; Dauwels, Justin Fast Bayesian inference of sparse networks with automatic sparsity determination. (English) Zbl 07255155 J. Mach. Learn. Res. 21, Paper No. 124, 54 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{H. Yu} et al., J. Mach. Learn. Res. 21, Paper No. 124, 54 p. (2020; Zbl 07255155) Full Text: Link
Yu, Ming; Gupta, Varun; Kolar, Mladen Simultaneous inference for pairwise graphical models with generalized score matching. (English) Zbl 07255122 J. Mach. Learn. Res. 21, Paper No. 91, 51 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{M. Yu} et al., J. Mach. Learn. Res. 21, Paper No. 91, 51 p. (2020; Zbl 07255122) Full Text: Link
Görgen, Christiane; Leonelli, Manuele Model-preserving sensitivity analysis for families of Gaussian distributions. (English) Zbl 07255115 J. Mach. Learn. Res. 21, Paper No. 84, 32 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{C. Görgen} and \textit{M. Leonelli}, J. Mach. Learn. Res. 21, Paper No. 84, 32 p. (2020; Zbl 07255115) Full Text: Link
Keshavarz, Hossein; Michaildiis, George; Atchadé, Yves Sequential change-point detection in high-dimensional Gaussian graphical models. (English) Zbl 07255113 J. Mach. Learn. Res. 21, Paper No. 82, 57 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{H. Keshavarz} et al., J. Mach. Learn. Res. 21, Paper No. 82, 57 p. (2020; Zbl 07255113) Full Text: Link
Bezáková, Ivona; Blanca, Antonio; Chen, Zongchen; Štefankovič, Daniel; Vigoda, Eric Lower bounds for testing graphical models: colorings and antiferromagnetic Ising models. (English) Zbl 07255056 J. Mach. Learn. Res. 21, Paper No. 25, 62 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{I. Bezáková} et al., J. Mach. Learn. Res. 21, Paper No. 25, 62 p. (2020; Zbl 07255056) Full Text: Link
Canonne, Clément L.; Diakonikolas, Ilias; Kane, Daniel M.; Stewart, Alistair Testing Bayesian networks. (English) Zbl 1448.62081 IEEE Trans. Inf. Theory 66, No. 5, 3132-3170 (2020). MSC: 62H15 62H22 68W20 PDF BibTeX XML Cite \textit{C. L. Canonne} et al., IEEE Trans. Inf. Theory 66, No. 5, 3132--3170 (2020; Zbl 1448.62081) Full Text: DOI
Han, Ruijian; Chen, Kani; Tan, Chunxi Bivariate gamma model. (English) Zbl 1450.62061 J. Multivariate Anal. 180, Article ID 104666, 12 p. (2020). Reviewer: Denis Sidorov (Irkutsk) MSC: 62H22 62F12 62F10 62E20 PDF BibTeX XML Cite \textit{R. Han} et al., J. Multivariate Anal. 180, Article ID 104666, 12 p. (2020; Zbl 1450.62061) Full Text: DOI
Agterberg, Joshua; Park, Youngser; Larson, Jonathan; White, Christopher; Priebe, Carey E.; Lyzinski, Vince Vertex nomination, consistent estimation, and adversarial modification. (English) Zbl 1448.62087 Electron. J. Stat. 14, No. 2, 3230-3267 (2020). MSC: 62H22 62H12 68T05 05C90 PDF BibTeX XML Cite \textit{J. Agterberg} et al., Electron. J. Stat. 14, No. 2, 3230--3267 (2020; Zbl 1448.62087) Full Text: DOI Euclid
Lindskou, Mads; Eriksen, Poul Svante; Tvedebrink, Torben Outlier detection in contingency tables using decomposable graphical models. (English) Zbl 1450.62056 Scand. J. Stat. 47, No. 2, 347-360 (2020). MSC: 62H17 62H22 62G32 62G10 PDF BibTeX XML Cite \textit{M. Lindskou} et al., Scand. J. Stat. 47, No. 2, 347--360 (2020; Zbl 1450.62056) Full Text: DOI
Zou, Dongmian; Lerman, Gilad Graph convolutional neural networks via scattering. (English) Zbl 1447.62111 Appl. Comput. Harmon. Anal. 49, No. 3, 1046-1074 (2020). MSC: 62M45 62H22 42C40 68T30 PDF BibTeX XML Cite \textit{D. Zou} and \textit{G. Lerman}, Appl. Comput. Harmon. Anal. 49, No. 3, 1046--1074 (2020; Zbl 1447.62111) Full Text: DOI
Anaya, Maria; Anipchenko-Ulaj, Olga; Ashfaq, Aisha; Chiu, Joyce; Kaiser, Mahedi; Ohsawa, Max Shoji; Owen, Megan; Pavlechko, Ella; St. John, Katherine; Suleria, Shivam; Thompson, Keith; Yap, Corrine Properties for the Fréchet mean in Billera-Holmes-Vogtmann treespace. (English) Zbl 1447.62139 Adv. Appl. Math. 120, Article ID 102072, 28 p. (2020). MSC: 62R20 62H22 62P10 92D10 PDF BibTeX XML Cite \textit{M. Anaya} et al., Adv. Appl. Math. 120, Article ID 102072, 28 p. (2020; Zbl 1447.62139) Full Text: DOI
Yang, Yuehan; Zhu, Ji A two-step method for estimating high-dimensional Gaussian graphical models. (English) Zbl 1447.62068 Sci. China, Math. 63, No. 6, 1203-1218 (2020). MSC: 62H22 62A09 62P10 PDF BibTeX XML Cite \textit{Y. Yang} and \textit{J. Zhu}, Sci. China, Math. 63, No. 6, 1203--1218 (2020; Zbl 1447.62068) Full Text: DOI
Zheng, Zemin; Li, Liwan; Zhou, Jia; Kong, Yinfei Innovated scalable dynamic learning for time-varying graphical models. (English) Zbl 1450.62053 Stat. Probab. Lett. 165, Article ID 108843, 5 p. (2020). MSC: 62H12 62H22 PDF BibTeX XML Cite \textit{Z. Zheng} et al., Stat. Probab. Lett. 165, Article ID 108843, 5 p. (2020; Zbl 1450.62053) Full Text: DOI
McGillivray, Annaliza; Khalili, Abbas; Stephens, David A. Estimating sparse networks with hubs. (English) Zbl 1454.62181 J. Multivariate Anal. 179, Article ID 104655, 19 p. (2020). Reviewer: Pavel Stoynov (Sofia) MSC: 62H22 62H12 62F12 62J07 60G15 62P10 PDF BibTeX XML Cite \textit{A. McGillivray} et al., J. Multivariate Anal. 179, Article ID 104655, 19 p. (2020; Zbl 1454.62181) Full Text: DOI
Zheng, Zemin; Shi, Haiyu; Li, Yang; Yuan, Hui Uniform joint screening for ultra-high dimensional graphical models. (English) Zbl 1448.62089 J. Multivariate Anal. 179, Article ID 104645, 12 p. (2020). MSC: 62H22 62F12 62J12 PDF BibTeX XML Cite \textit{Z. Zheng} et al., J. Multivariate Anal. 179, Article ID 104645, 12 p. (2020; Zbl 1448.62089) Full Text: DOI
Epskamp, Sacha Psychometric network models from time-series and panel data. (English) Zbl 1447.62125 Psychometrika 85, No. 1, 206-231 (2020). MSC: 62P15 62D20 62H22 62M10 62M45 62-08 PDF BibTeX XML Cite \textit{S. Epskamp}, Psychometrika 85, No. 1, 206--231 (2020; Zbl 1447.62125) Full Text: DOI
Henry, Teague R.; Gates, Kathleen M.; Prinstein, Mitchell J.; Steinley, Douglas Modeling heterogeneous peer assortment effects using finite mixture exponential random graph models. (English) Zbl 1447.62126 Psychometrika 85, No. 1, 8-34 (2020). MSC: 62P15 62H30 62H22 05C90 PDF BibTeX XML Cite \textit{T. R. Henry} et al., Psychometrika 85, No. 1, 8--34 (2020; Zbl 1447.62126) Full Text: DOI
Chen, Fan; Zhang, Yini; Rohe, Karl Targeted sampling from massive block model graphs with personalized PageRank. (English) Zbl 1440.62239 J. R. Stat. Soc., Ser. B, Stat. Methodol. 82, No. 1, 99-126 (2020). MSC: 62H30 62K10 90B15 62H22 PDF BibTeX XML Cite \textit{F. Chen} et al., J. R. Stat. Soc., Ser. B, Stat. Methodol. 82, No. 1, 99--126 (2020; Zbl 1440.62239) Full Text: DOI
Klein, Natalie; Orellana, Josue; Brincat, Scott L.; Miller, Earl K.; Kass, Robert E. Torus graphs for multivariate phase coupling analysis. (English) Zbl 1446.62168 Ann. Appl. Stat. 14, No. 2, 635-660 (2020). MSC: 62H25 62H22 62R30 62P10 05C90 PDF BibTeX XML Cite \textit{N. Klein} et al., Ann. Appl. Stat. 14, No. 2, 635--660 (2020; Zbl 1446.62168) Full Text: DOI Euclid
Sadeghi, Kayvan On finite exchangeability and conditional independence. (English) Zbl 1446.62255 Electron. J. Stat. 14, No. 2, 2773-2797 (2020). Reviewer: Denis Sidorov (Irkutsk) MSC: 62M40 62H22 05C90 PDF BibTeX XML Cite \textit{K. Sadeghi}, Electron. J. Stat. 14, No. 2, 2773--2797 (2020; Zbl 1446.62255) Full Text: DOI Euclid
Wang, Yuhao; Segarra, Santiago; Uhler, Caroline High-dimensional joint estimation of multiple directed Gaussian graphical models. (English) Zbl 1445.62046 Electron. J. Stat. 14, No. 1, 2439-2483 (2020). MSC: 62F12 62F30 62H22 62P10 05C90 PDF BibTeX XML Cite \textit{Y. Wang} et al., Electron. J. Stat. 14, No. 1, 2439--2483 (2020; Zbl 1445.62046) Full Text: DOI Euclid
Devroye, Luc; Mehrabian, Abbas; Reddad, Tommy The minimax learning rates of normal and Ising undirected graphical models. (English) Zbl 1445.62069 Electron. J. Stat. 14, No. 1, 2338-2361 (2020). MSC: 62G07 62C20 62H22 82B20 05C90 62P35 PDF BibTeX XML Cite \textit{L. Devroye} et al., Electron. J. Stat. 14, No. 1, 2338--2361 (2020; Zbl 1445.62069) Full Text: DOI Euclid
Fan, Yingying; Demirkaya, Emre; Li, Gaorong; Lv, Jinchi RANK: large-scale inference with graphical nonlinear knockoffs. (English) Zbl 1437.62699 J. Am. Stat. Assoc. 115, No. 529, 362-379 (2020). MSC: 62R07 68T09 62F12 PDF BibTeX XML Cite \textit{Y. Fan} et al., J. Am. Stat. Assoc. 115, No. 529, 362--379 (2020; Zbl 1437.62699) Full Text: DOI
Xu, Meng; Reiss, Philip T. Distribution-free pointwise adjusted \(p\)-values for functional hypotheses. (English) Zbl 1444.62170 Aneiros, Germán (ed.) et al., Functional and high-dimensional statistics and related fields. Selected papers presented at the 5th international workshop on functional and operatorial statistics, IWFOS 2021, Brno, Czech Republic, June 23–25, 2021. Cham: Springer. Contrib. Stat., 245-252 (2020). MSC: 62R10 62H22 62P10 PDF BibTeX XML Cite \textit{M. Xu} and \textit{P. T. Reiss}, in: Functional and high-dimensional statistics and related fields. Selected papers presented at the 5th international workshop on functional and operatorial statistics, IWFOS 2021, Brno, Czech Republic, June 23--25, 2021. Cham: Springer. 245--252 (2020; Zbl 1444.62170) Full Text: DOI
Fontanella, Lara; Fontanella, Sara; Ignaccolo, Rosaria; Ippoliti, Luigi; Valentini, Pasquale G-Lasso network analysis for functional data. (English) Zbl 1444.62152 Aneiros, Germán (ed.) et al., Functional and high-dimensional statistics and related fields. Selected papers presented at the 5th international workshop on functional and operatorial statistics, IWFOS 2021, Brno, Czech Republic, June 23–25, 2021. Cham: Springer. Contrib. Stat., 91-98 (2020). MSC: 62R10 62J07 62H22 62M45 PDF BibTeX XML Cite \textit{L. Fontanella} et al., in: Functional and high-dimensional statistics and related fields. Selected papers presented at the 5th international workshop on functional and operatorial statistics, IWFOS 2021, Brno, Czech Republic, June 23--25, 2021. Cham: Springer. 91--98 (2020; Zbl 1444.62152) Full Text: DOI
Shpitser, Ilya Identification in causal models with hidden variables. (English) Zbl 1445.62129 J. SFdS 161, No. 1, 91-119 (2020). Reviewer: Claudia Simionescu-Badea (Wien) MSC: 62H22 62M05 60E05 05C90 PDF BibTeX XML Cite \textit{I. Shpitser}, J. SFdS 161, No. 1, 91--119 (2020; Zbl 1445.62129) Full Text: Link
Calle, F. Javier; Cuadra, Dolores; Rivero, Jesica; Isasi, Pedro Boosting the exploration of huge dynamic graphs. (English) Zbl 1436.62218 Ros, Frédéric (ed.) et al., Sampling Techniques for supervised or unsupervised tasks. Cham: Springer. Unsuperv. Semi-Superv. Learn., 205-226 (2020). MSC: 62H22 62R07 05C90 PDF BibTeX XML Cite \textit{F. J. Calle} et al., in: Sampling Techniques for supervised or unsupervised tasks. Cham: Springer. 205--226 (2020; Zbl 1436.62218) Full Text: DOI
Fan, Jianqing; Feng, Yang; Xia, Lucy A projection-based conditional dependence measure with applications to high-dimensional undirected graphical models. (English) Zbl 1456.62102 J. Econom. 218, No. 1, 119-139 (2020). MSC: 62H12 62G10 62H22 62-08 62P20 PDF BibTeX XML Cite \textit{J. Fan} et al., J. Econom. 218, No. 1, 119--139 (2020; Zbl 1456.62102) Full Text: DOI
Liu, Qingyang; Zhang, Yuping Joint estimation of heterogeneous exponential Markov random fields through an approximate likelihood inference. (English) Zbl 1441.62186 J. Stat. Plann. Inference 209, 252-266 (2020). MSC: 62J07 62H22 62P10 PDF BibTeX XML Cite \textit{Q. Liu} and \textit{Y. Zhang}, J. Stat. Plann. Inference 209, 252--266 (2020; Zbl 1441.62186) Full Text: DOI
Qiao, Xinghao; Qian, Cheng; James, Gareth M.; Guo, Shaojun Doubly functional graphical models in high dimensions. (English) Zbl 1441.62155 Biometrika 107, No. 2, 415-431 (2020). MSC: 62H22 62R10 62H25 62R07 62H35 62P10 PDF BibTeX XML Cite \textit{X. Qiao} et al., Biometrika 107, No. 2, 415--431 (2020; Zbl 1441.62155) Full Text: DOI
van Wieringen, Wessel N.; Stam, Koen A.; Peeters, Carel F. W.; van de Wiel, Mark A. Updating of the Gaussian graphical model through targeted penalized estimation. (English) Zbl 1440.62211 J. Multivariate Anal. 178, Article ID 104621, 13 p. (2020). MSC: 62H12 62H22 62J07 62M05 62P10 PDF BibTeX XML Cite \textit{W. N. van Wieringen} et al., J. Multivariate Anal. 178, Article ID 104621, 13 p. (2020; Zbl 1440.62211) Full Text: DOI
Zhang, Yongli; Shen, Xiaotong; Wang, Shaoli Large multiple graphical model inference via bootstrap. (English) Zbl 1439.62150 Stat. Sin. 30, No. 2, 695-717 (2020). MSC: 62H22 62F40 62P20 PDF BibTeX XML Cite \textit{Y. Zhang} et al., Stat. Sin. 30, No. 2, 695--717 (2020; Zbl 1439.62150) Full Text: DOI
Dehmer, Matthias; Emmert-Streib, Frank; Mowshowitz, Abbe; Ilić, Aleksandar; Chen, Zengqiang; Yu, Guihai; Feng, Lihua; Ghorbani, Modjtaba; Varmuza, Kurt; Tao, Jin Relations and bounds for the zeros of graph polynomials using vertex orbits. (English) Zbl 07200810 Appl. Math. Comput. 380, Article ID 125239, 13 p. (2020). MSC: 62H22 05C75 68R10 90B10 PDF BibTeX XML Cite \textit{M. Dehmer} et al., Appl. Math. Comput. 380, Article ID 125239, 13 p. (2020; Zbl 07200810) Full Text: DOI
Ouadah, Sarah; Robin, Stéphane; Latouche, Pierre Degree-based goodness-of-fit tests for heterogeneous random graph models: independent and exchangeable cases. (English) Zbl 1442.62775 Scand. J. Stat. 47, No. 1, 156-181 (2020). Reviewer: Rózsa Horváth-Bokor (Budakalász) MSC: 62R40 62H22 62P12 62P25 05C90 PDF BibTeX XML Cite \textit{S. Ouadah} et al., Scand. J. Stat. 47, No. 1, 156--181 (2020; Zbl 1442.62775) Full Text: DOI
Mogensen, Søren Wengel; Hansen, Niels Richard Markov equivalence of marginalized local independence graphs. (English) Zbl 1441.62221 Ann. Stat. 48, No. 1, 539-559 (2020). Reviewer: Claudia Simionescu-Badea (Wien) MSC: 62M05 62A01 62H22 62P10 PDF BibTeX XML Cite \textit{S. W. Mogensen} and \textit{N. R. Hansen}, Ann. Stat. 48, No. 1, 539--559 (2020; Zbl 1441.62221) Full Text: DOI Euclid
Kolaczyk, Eric D.; Lin, Lizhen; Rosenberg, Steven; Walters, Jackson; Xu, Jie Averages of unlabeled networks: geometric characterization and asymptotic behavior. (English) Zbl 1439.62068 Ann. Stat. 48, No. 1, 514-538 (2020). Reviewer: Fraser Daly (Edinburgh) MSC: 62E20 62G20 53C20 53Z50 62H22 62R30 60F05 05C90 PDF BibTeX XML Cite \textit{E. D. Kolaczyk} et al., Ann. Stat. 48, No. 1, 514--538 (2020; Zbl 1439.62068) Full Text: DOI Euclid
Miranda, Enrique; Zaffalon, Marco Compatibility, desirability, and the running intersection property. (English) Zbl 1433.68455 Artif. Intell. 283, Article ID 103274, 33 p. (2020). MSC: 68T37 62H22 PDF BibTeX XML Cite \textit{E. Miranda} and \textit{M. Zaffalon}, Artif. Intell. 283, Article ID 103274, 33 p. (2020; Zbl 1433.68455) Full Text: DOI
Ghose, Amur; Jaini, Priyank; Poupart, Pascal Learning directed acyclic graph SPNs in sub-quadratic time. (English) Zbl 1433.68342 Int. J. Approx. Reasoning 120, 48-73 (2020). MSC: 68T05 62H22 PDF BibTeX XML Cite \textit{A. Ghose} et al., Int. J. Approx. Reasoning 120, 48--73 (2020; Zbl 1433.68342) Full Text: DOI