Portakal, Irem; Sendra-Arranz, Javier Game theory of undirected graphical models. (English) Zbl 07972479 J. Algebra 666, 574-606 (2025). MSC: 91Axx 13Pxx 14Pxx × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Fasen-Hartmann, Vicky; Schenk, Lea Mixed orthogonality graphs for continuous-time stationary processes. (English) Zbl 07963479 Stochastic Processes Appl. 179, Article ID 104501, 32 p. (2025). MSC: 62H22 62M10 62M20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Drton, Mathias; Hollering, Benjamin; Wu, Jun Identifiability of homoscedastic linear structural equation models using algebraic matroids. (English) Zbl 07960763 Adv. Appl. Math. 163, Part B, Article ID 102794, 26 p. (2025). MSC: 62R01 62H22 05B35 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Im, Mee Seong; Kam, Clement; Pici, Caden Diagrammatics of information. arXiv:2502.01983 Preprint, arXiv:2502.01983 [math-ph] (2025). MSC: 57K16 18M30 28D20 37A35 68P30 94A15 94A40 × Cite Format Result Cite Full Text: arXiv
Gilbert, Brian; Datta, Abhirup Visibility graph-based covariance functions for scalable spatial analysis in non-convex partially Euclidean domains. (English) Zbl 07982274 Biometrics 80, No. 3, Article ID ujae089, 12 p. (2024). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Alexandr, Yulia; Coons, Jane Ivy; Sturma, Nils Mixtures of discrete decomposable graphical models. (English) Zbl 07981836 Algebr. Stat. 15, No. 2, 269-293 (2024). MSC: 62Rxx 05C50 14Q15 62H30 62R01 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Cox, Shelby; Misra, Pratik; Semnani, Pardis Homaloidal polynomials and Gaussian models of maximum likelihood degree 1. (English) Zbl 07981832 Algebr. Stat. 15, No. 2, 167-198 (2024). MSC: 62Rxx 14E05 62H22 62R01 14M99 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Fulci, Alessandro; Paterlini, Sandra; Taufer, Emanuele The sparsity-constrained graphical Lasso. (English) Zbl 07979768 Corazza, Marco (ed.) et al., Mathematical and statistical methods for actuarial sciences and finance. Maf2024. Selected papers based on the presentations at the conference, Le Havre, France, April 4–6, 2024. Cham: Springer. 172-178 (2024). MSC: 91-XX 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Koponen, Vera; Weitkämper, Felix On the relative asymptotic expressivity of inference frameworks. (English) Zbl 07977495 Log. Methods Comput. Sci. 20, No. 4, Paper No. 13, 52 p. (2024). MSC: 03B70 68-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Faggionato, Alessandra Graphical constructions of simple exclusion processes with applications to random environments. (English) Zbl 07976502 ALEA, Lat. Am. J. Probab. Math. Stat. 21, No. 2, 1949-1983 (2024). MSC: 60K35 60K37 60G55 82D30 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Niemiro, Wojciech Causal graphs, composable stochastic processes and conditional independence. (English) Zbl 07975925 Appl. Math. 51, No. 2, 109-130 (2024). MSC: 62H22 60J27 62A01 62D20 × Cite Format Result Cite Review PDF Full Text: DOI
Laborda, Jorge D.; Torrijos, Pablo; Puerta, José M.; Gámez, José A. Distributed fusion-based algorithms for learning high-dimensional Bayesian networks: testing ring and star topologies. (English) Zbl 07975900 Int. J. Approx. Reasoning 175, Article ID 109302, 18 p. (2024). MSC: 68T05 62H22 × Cite Format Result Cite Review PDF Full Text: DOI
Chakraborty, Moumita; Baladandayuthapani, Veerabhadran; Bhadra, Anindya; Ha, Min Jin Bayesian robust learning in chain graph models for integrative pharmacogenomics. (English) Zbl 07969344 Ann. Appl. Stat. 18, No. 4, 3274-3296 (2024). MSC: 62Pxx × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Zhu, Wanchuang; Nguyen, Ngoc Lan Chi Continuity approximation in hybrid Bayesian networks structure learning. (English) Zbl 07962611 Stat. Comput. 34, No. 6, Paper No. 213, 25 p. (2024). MSC: 62-08 62H22 68T05 × Cite Format Result Cite Review PDF Full Text: DOI
Ranciati, Saverio; Roverato, Alberto On the application of Gaussian graphical models to paired data problems. (English) Zbl 07962607 Stat. Comput. 34, No. 6, Paper No. 209, 19 p. (2024). MSC: 62-08 62H22 62J07 62P10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Zareifard, Hamid; Rezaeitabar, Vahid; Javidian, Mohammad Ali; Yozgatligil, Ceylan A Bayesian approach for learning Bayesian network structures. (English) Zbl 07961802 Lobachevskii J. Math. 45, No. 9, 4434-4447 (2024). MSC: 68T05 62H12 62F15 62H22 × Cite Format Result Cite Review PDF Full Text: DOI
McDonnell, Erin I.; Xie, Shanghong; Marder, Karen; Cui, Fanyu; Wang, Yuanjia Dynamic undirected graphical models for time-varying clinical symptom and neuroimaging networks. (English) Zbl 07961321 Stat. Med. 43, No. 21, 4131-4147 (2024). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Banerjee, Sudipto Finite population survey sampling: an unapologetic Bayesian perspective. (English) Zbl 07954278 Sankhyā, Ser. A 86, Suppl. 1, 95-124 (2024). MSC: 62F15 62D05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Wu, Qiying; Wang, Huiwen; Lu, Shan IDGM: an approach to estimate the graphical model of interval-valued data. (English) Zbl 07949294 Stat. Comput. 34, No. 6, Paper No. 189, 18 p. (2024). MSC: 62-08 62H12 62H22 62J07 × Cite Format Result Cite Review PDF Full Text: DOI
Xie, Tianyu; Yuan, Musu; Deng, Minghua; Zhang, Cheng Improving tree probability estimation with stochastic optimization and variance reduction. (English) Zbl 07949291 Stat. Comput. 34, No. 6, Paper No. 186, 18 p. (2024). MSC: 62-08 62P10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Xu, Xiangyu; Vinci, Giuseppe Forensic science and how statistics can help it. (English) Zbl 1548.62018 Wiley Interdiscip. Rev., WIREs Comput. Stat. 16, No. 5, Article ID e70006, 23 p. (2024). MSC: 62-08 × Cite Format Result Cite Review PDF Full Text: DOI
Reid, Nancy On some publications of Sir David Cox. (English) Zbl 07947003 Scand. J. Stat. 51, No. 4, 1425-1432 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Ding, Bolin; Zhu, Rong; Zhou, Jingren Learned query optimizers. (English) Zbl 1548.68061 Found. Trends Databases 13, No. 4, 250-310 (2024). MSC: 68P15 68T05 68T07 68-02 × Cite Format Result Cite Review PDF Full Text: DOI
Améndola, Carlos; Kohn, Kathlén; Reichenbach, Philipp; Seigal, Anna A bridge between invariant theory and maximum likelihood estimation. (English) Zbl 07942497 SIAM Rev. 66, No. 4, 721-747 (2024). MSC: 14L24 14P05 20G45 62F10 62H22 62R01 × Cite Format Result Cite Review PDF Full Text: DOI
Hasani, Mehri; Ghods, Masoud Calculation of topological indices along with MATLAB coding in QSPR analysis of calcium channel-blocking cardiac drugs. (English) Zbl 07941583 J. Math. Chem. 62, No. 10, 2456-2477 (2024). MSC: 05C92 05C09 05C31 92E10 05C07 62J05 × Cite Format Result Cite Review PDF Full Text: DOI
Gottard, Anna; Panzera, Agnese Gaussian-related undirected graphical models for circular variables. (English) Zbl 07939254 Statistics 58, No. 5, 1224-1247 (2024). MSC: 62H22 62H11 × Cite Format Result Cite Review PDF Full Text: DOI
Ji, Yi; Mak, Simon; Soeder, Derek; Paquet, J.-F.; Bass, Steffen A. A graphical multi-fidelity Gaussian process model, with application to emulation of heavy-ion collisions. (English) Zbl 07937335 Technometrics 66, No. 2, 267-281 (2024). MSC: 62Pxx × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Cremaschi, Andrea; De Iorio, Maria; Kothandaraman, Narasimhan; Yap, Fabian; Tint, Mya Thway; Eriksson, Johan Joint modeling of association networks and longitudinal biomarkers: an application to childhood obesity. (English) Zbl 1548.62300 Stat. Med. 43, No. 6, 1135-1152 (2024). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Ruggeri, Nicolò; Lonardi, Alessandro; De Bacco, Caterina Message-passing on hypergraphs: detectability, phase transitions and higher-order information. (English) Zbl 07935072 J. Stat. Mech. Theory Exp. 2024, No. 4, Article ID 043403, 50 p. (2024). MSC: 82-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Lingjærde, Camilla; Fairfax, Benjamin P.; Richardson, Sylvia; Ruffieux, Hélène Scalable multiple network inference with the joint graphical horseshoe. (English) Zbl 07923912 Ann. Appl. Stat. 18, No. 3, 1899-1923 (2024). MSC: 62Pxx × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Gonda, Tomáš; Reinhart, Tobias; Stengele, Sebastian; De les Coves, Gemma A framework for universality in physics, computer science, and beyond. (English) Zbl 07923752 Compositionality 6, No. 3, 66 p. (2024). Reviewer: Hirokazu Nishimura (Tsukuba) MSC: 18B10 18B20 18M15 18M30 68Q09 82B20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Chen, Li-Pang Estimation of graphical models: an overview of selected topics. (English) Zbl 07920297 Int. Stat. Rev. 92, No. 2, 194-245 (2024). MSC: 62Hxx 62Fxx 62Jxx × Cite Format Result Cite Review PDF Full Text: DOI
Wu, Xinran; Yue, Kun; Duan, Liang; Fu, Xiaodong Learning a Bayesian network with multiple latent variables for implicit relation representation. (English) Zbl 1545.68110 Data Min. Knowl. Discov. 38, No. 4, 1634-1669 (2024). MSC: 68T05 62H22 × Cite Format Result Cite Review PDF Full Text: DOI
Lee, Yoonah; Park, Seongoh High-dimensional missing data imputation via undirected graphical model. (English) Zbl 1545.62088 Stat. Comput. 34, No. 5, Paper No. 160, 9 p. (2024). MSC: 62-08 62D10 62H22 × Cite Format Result Cite Review PDF Full Text: DOI
Yan, Han; Lu, Shuhan; Zhang, Sanguo The cluster D-trace loss for differential network analysis. (English) Zbl 07912611 J. Appl. Stat. 51, No. 10, 1843-1860 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI Link
Helwig, Jacob; Dasgupta, Sutanoy; Zhao, Peng; Mallick, Bani K.; Pati, Debdeep Algorithm 1045: a covariate-dependent approach to Gaussian graphical modeling in R. (English) Zbl 07912552 ACM Trans. Math. Softw. 50, No. 2, Article No. 16, 32 p. (2024). MSC: 65-XX × Cite Format Result Cite Review PDF Full Text: DOI
Berrevoets, Jeroen; Kacprzyk, Krzysztof; Qian, Zhaozhi; van der Schaar, Mihaela Causal deep learning: encouraging impact on real-world problems through causality. (English) Zbl 1546.68022 Found. Trends Signal Process. 18, No. 3, 200-309 (2024). MSC: 68T07 62H22 × Cite Format Result Cite Review PDF Full Text: DOI
Kang, Xiong; Sun, Brian Yi Hyper Markov law in undirected graphical models with its applications. (English) Zbl 07905917 Commun. Stat., Theory Methods 53, No. 20, 7262-7280 (2024). MSC: 62D99 62H86 × Cite Format Result Cite Review PDF Full Text: DOI
Göbler, Konstantin; Drton, Mathias; Mukherjee, Sach; Miloschewski, Anne High-dimensional undirected graphical models for arbitrary mixed data. (English) Zbl 07905751 Electron. J. Stat. 18, No. 1, 2339-2404 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Shenvi, Aditi; Liverani, Silvia Beyond conjugacy for chain event graph model selection. (English) Zbl 07905216 Int. J. Approx. Reasoning 173, Article ID 109252, 13 p. (2024). MSC: 62Fxx 68Txx 05Cxx × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Cozman, Fabio G.; Marinescu, Radu; Lee, Junkyu; Gray, Alexander; Riegel, Ryan; Bhattacharjya, Debarun Markov conditions and factorization in logical credal networks. (English) Zbl 1547.68721 Int. J. Approx. Reasoning 172, Article ID 109237, 18 p. (2024). MSC: 68T27 60J99 62H22 68T37 × Cite Format Result Cite Review PDF Full Text: DOI
Liu, Tianyu; Mukherjee, Somabha; Biswas, Rahul Tensor recovery in high-dimensional Ising models. (English) Zbl 07904776 J. Multivariate Anal. 203, Article ID 105335, 20 p. (2024). MSC: 62Hxx 62H22 82B20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Galimberti, Chiara; Peluso, Stefano; Castelletti, Federico Bayesian inference of graph-based dependencies from mixed-type data. (English) Zbl 07904770 J. Multivariate Anal. 203, Article ID 105323, 16 p. (2024). MSC: 62Hxx 62H22 62F15 × Cite Format Result Cite Review PDF Full Text: DOI
Améndola, Carlos; Gustafsson, Lukas; Kohn, Kathlén; Marigliano, Orlando; Seigal, Anna Differential equations for Gaussian statistical models with rational maximum likelihood estimator. (English) Zbl 07902814 SIAM J. Appl. Algebra Geom. 8, No. 3, 465-492 (2024). MSC: 62R01 62F10 62H22 14E05 35C11 35F20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Bernstein, Daniel Irving; Dewar, Sean; Gortler, Steven J.; Nixon, Anthony; Sitharam, Meera; Theran, Louis Maximum likelihood thresholds via graph rigidity. (English) Zbl 07900410 Ann. Appl. Probab. 34, No. 3, 3288-3319 (2024). MSC: 62H12 52C25 90C25 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Marwitz, Florian Andreas; Möller, Ralf; Gehrke, Marcel PETS: predicting efficiently using temporal symmetries in temporal PGMs. (English) Zbl 07897234 Bouraoui, Zied (ed.) et al., Symbolic and quantitative approaches to reasoning with uncertainty. 17th European conference, ECSQARU 2023, Arras, France, September 19–22, 2023. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 14294, 322-333 (2024). MSC: 68T37 × Cite Format Result Cite Review PDF Full Text: DOI
Shrivastava, Harsh; Chajewska, Urszula Neural graphical models. (English) Zbl 07897232 Bouraoui, Zied (ed.) et al., Symbolic and quantitative approaches to reasoning with uncertainty. 17th European conference, ECSQARU 2023, Arras, France, September 19–22, 2023. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 14294, 284-307 (2024). MSC: 68T07 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Mardia, K. V.; Kent, J. T.; Bibby, J. M. Multivariate analysis. 2nd edition. (English) Zbl 07894941 Wiley Series in Probability and Statistics. Hoboken, NJ: John Wiley & Sons (ISBN 978-1-118-73802-3/hbk; 978-1-118-89251-0/ebook). xxxi, 553 p. (2024). MSC: 62Hxx 62-07 62P20 62-01 × Cite Format Result Cite Review PDF
Ning, Ning; Ionides, Edward Systemic infinitesimal over-dispersion on graphical dynamic models. (English) Zbl 1542.62024 Stat. Comput. 34, No. 5, Paper No. 147, 19 p. (2024). MSC: 62-08 62H22 62M05 60J27 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Améndola, Carlos; Kohn, Kathlén; Reichenbach, Philipp; Seigal, Anna Corrigendum to: “Invariant theory and scaling algorithms for maximum likelihood estimation”. (English) Zbl 1542.14054 SIAM J. Appl. Algebra Geom. 8, No. 2, 460-463 (2024). MSC: 14L24 14P05 20G45 62F10 62H22 62R01 × Cite Format Result Cite Review PDF Full Text: DOI
Kuroki, Manabu; Tezuka, Taiki The estimated causal effect on the variance based on the front-door criterion in Gaussian linear structural equation models: an unbiased estimator with the exact variance. (English) Zbl 1541.62141 Stat. Pap. 65, No. 3, 1285-1308 (2024). MSC: 62H22 62D20 × Cite Format Result Cite Review PDF Full Text: DOI
Montalván Hernández, David R.; Centen, Tijn; Krak, Thomas; Quaeghebeur, Erik; de Campos, Cassio Beyond tree-shaped credal probabilistic circuits. (English) Zbl 07885912 Int. J. Approx. Reasoning 171, Article ID 109047, 18 p. (2024). MSC: 68T37 × Cite Format Result Cite Review PDF Full Text: DOI
Koplin, Eric; Forzani, Liliana; Tomassi, Diego; Pfeiffer, Ruth M. Sufficient dimension reduction for a novel class of zero-inflated graphical models. (English) Zbl 1543.62110 Comput. Stat. Data Anal. 196, Article ID 107959, 27 p. (2024). MSC: 62-08 × Cite Format Result Cite Review PDF Full Text: DOI
van Oostrum, Jesse; van Hintum, Peter; Ay, Nihat Inversion of Bayesian networks. (English) Zbl 07879233 Int. J. Approx. Reasoning 164, Article ID 109042, 13 p. (2024). MSC: 68T37 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Geng, Haoyu; Cui, Xiaolong; Ren, Haojie; Zou, Changliang Large-scale two-sample comparison of support sets. (English) Zbl 07877185 J. Am. Stat. Assoc. 119, No. 546, 1604-1618 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Hartwig, Mattis; Möller, Ralf; Braun, Tanya An extended view on lifting Gaussian Bayesian networks. (English) Zbl 1544.68141 Artif. Intell. 330, Article ID 104082, 36 p. (2024). MSC: 68T37 62F15 62H22 × Cite Format Result Cite Review PDF Full Text: DOI
Hu, Zhongyi; Evans, Robin J. Towards standard imsets for maximal ancestral graphs. (English) Zbl 1548.60037 Bernoulli 30, No. 3, 2026-2051 (2024). Reviewer: Da Wu (Philadelphia) MSC: 60C05 05C20 62H22 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Alexandr, Yulia; Duarte, Eliana; Vill, Julian Decomposable context-specific models. (English) Zbl 07871665 SIAM J. Appl. Algebra Geom. 8, No. 2, 363-393 (2024). MSC: 62R01 62A09 13P10 13P25 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Luo, Xinyi Segmental estimation and testing method for power-law distributions and some extensions. (English) Zbl 07864623 Physica A 640, Article ID 129695, 12 p. (2024). MSC: 82-XX 62-09 62E10 62E20 62F35 62J12 × Cite Format Result Cite Review PDF Full Text: DOI
Asenova, Stefka; Segers, Johan Max-linear graphical models with heavy-tailed factors on trees of transitive tournaments. (English) Zbl 1540.05063 Adv. Appl. Probab. 56, No. 2, 621-665 (2024). MSC: 05C20 60G70 62H22 05C90 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
You, Junyao; Yu, Chengpu Sparse plus low-rank identification for dynamical latent-variable graphical AR models. (English) Zbl 1539.93038 Automatica 159, Article ID 111405, 9 p. (2024). MSC: 93B30 90C25 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Qin, Xing; Hu, Jianhua; Ma, Shuangge; Wu, Mengyun Estimation of multiple networks with common structures in heterogeneous subgroups. (English) Zbl 07846372 J. Multivariate Anal. 202, Article ID 105298, 18 p. (2024). MSC: 62Hxx 62H30 62H12 × Cite Format Result Cite Review PDF Full Text: DOI
Marra, Giuseppe; Dumančić, Sebastijan; Manhaeve, Robin; De Raedt, Luc From statistical relational to neurosymbolic artificial intelligence: a survey. (English) Zbl 1537.68162 Artif. Intell. 328, Article ID 104062, 30 p. (2024). MSC: 68T01 62H22 68N17 68T05 68T07 68T27 68T30 68-02 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Franzolini, Beatrice; Beskos, Alexandros; De Iorio, Maria; Koziell, Warrick Poklewski; Grzeszkiewicz, Karolina Change point detection in dynamic Gaussian graphical models: the impact of COVID-19 pandemic on the U.S. stock market. (English) Zbl 07832659 Ann. Appl. Stat. 18, No. 1, 555-584 (2024). MSC: 62Pxx × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Molinari, Marco; Cremaschi, Andrea; De Iorio, Maria; Chaturvedi, Nishi; Hughes, Alun; Tillin, Therese Bayesian dynamic network modelling: an application to metabolic associations in cardiovascular diseases. (English) Zbl 07831689 J. Appl. Stat. 51, No. 1, 114-138 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Plečko, Drago; Bareinboim, Elias Causal fairness analysis: a causal toolkit for fair machine learning. (English) Zbl 1536.68018 Found. Trends Mach. Learn. 17, No. 3, 304-589 (2024). MSC: 68T05 68-02 62P10 62P05 62G05 62J02 × Cite Format Result Cite Review PDF Full Text: DOI
Montanari, Andrea; Sen, Subhabrata A friendly tutorial on mean-field spin glass techniques for non-physicists. (English) Zbl 07829055 Found. Trends Mach. Learn. 17, No. 1, 1-173 (2024). MSC: 82-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Ou, Zhijian Energy-based models with applications to speech and language processing. (English) Zbl 1536.68017 Found. Trends Signal Process. 18, No. 1-2, 1-199 (2024). MSC: 68T05 68-02 68T07 94A12 65C05 62H30 60J22 68R10 65K10 65C40 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Zhao, Boxin; Zhai, Percy S.; Wang, Y. Samuel; Kolar, Mladen High-dimensional functional graphical model structure learning via neighborhood selection approach. (English) Zbl 07823234 Electron. J. Stat. 18, No. 1, 1042-1129 (2024). MSC: 62H22 62J07 62P10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Nezakati, Ensiyeh; Pircalabelu, Eugen Estimation and inference in sparse multivariate regression and conditional Gaussian graphical models under an unbalanced distributed setting. (English) Zbl 07823223 Electron. J. Stat. 18, No. 1, 599-652 (2024). MSC: 62H12 62H22 62J07 × Cite Format Result Cite Review PDF Full Text: DOI Link
Sagar, Ksheera; Banerjee, Sayantan; Datta, Jyotishka; Bhadra, Anindya Precision matrix estimation under the horseshoe-like prior-penalty dual. (English) Zbl 07823206 Electron. J. Stat. 18, No. 1, 1-46 (2024). MSC: 62H12 62F12 62F15 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Gerhardus, Andreas Characterization of causal ancestral graphs for time series with latent confounders. (English) Zbl 1539.62268 Ann. Stat. 52, No. 1, 103-130 (2024). MSC: 62M10 62D20 62H22 68T30 68T37 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Zhang, Lu; Lu, Junwei StarTrek: combinatorial variable selection with false discovery rate control. (English) Zbl 1539.62173 Ann. Stat. 52, No. 1, 78-102 (2024). MSC: 62H22 62H15 62J15 62P10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Ren, Yimeng; Zhu, Xuening; Lu, Xiaoling; Hu, Guanyu Graphical assistant grouped network autoregression model: a Bayesian nonparametric recourse. (English) Zbl 1531.62188 J. Bus. Econ. Stat. 42, No. 1, 49-63 (2024). MSC: 62P20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Natarajan, Abhinav; Van Den Boom, Willem; Odang, Kristoforus Bryant; De Iorio, Maria On a wider class of prior distributions for graphical models. (English) Zbl 07808668 J. Appl. Probab. 61, No. 1, 230-243 (2024). MSC: 62H22 05C80 05C90 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Li, Fanqun; Zhao, Mingtao; Zhang, Kongsheng Bayesian adaptive Lasso estimation of large graphical model based on modified Cholesky decomposition. (English) Zbl 1530.62025 Stat. Probab. Lett. 206, Article ID 110004, 7 p. (2024). MSC: 62H22 62F15 62H12 62J07 × Cite Format Result Cite Review PDF Full Text: DOI
Fang, Guanhua; Ward, Owen G.; Zheng, Tian Online estimation and community detection of network point processes for event streams. (English) Zbl 1529.62017 Stat. Comput. 34, No. 1, Paper No. 35, 28 p. (2024). MSC: 62-08 60G55 62H22 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Portakal, Irem; Sendra-Arranz, Javier Nash conditional independence curve. (English) Zbl 1530.91019 J. Symb. Comput. 122, Article ID 102255, 21 p. (2024). MSC: 91A06 91A11 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Jha, Raghav G.; Samlodia, Abhishek GPU-acceleration of tensor renormalization with pytorch using CUDA. (English) Zbl 1534.81034 Comput. Phys. Commun. 294, Article ID 108941, 8 p. (2024). MSC: 81P68 81T17 81R25 81T25 05C09 81T32 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Côté, Benjamin; Cossette, Hélène; Marceau, Etienne Centrality and topology properties in a tree-structured Markov random field. arXiv:2410.20240 Preprint, arXiv:2410.20240 [math.ST] (2024). MSC: 60G60 62H22 60E15 05C05 × Cite Format Result Cite Full Text: arXiv OA License
Devroye, Luc; Lugosi, Gabor; Zwiernik, Piotr Learning latent tree models with small query complexity. arXiv:2408.15624 Preprint, arXiv:2408.15624 [math.ST] (2024). MSC: 62H22 × Cite Format Result Cite Full Text: arXiv OA License
Côté, Benjamin; Cossette, Hélène; Marceau, Etienne Tree-structured Markov random fields with Poisson marginal distributions. arXiv:2408.13649 Preprint, arXiv:2408.13649 [stat.ME] (2024). MSC: 62H22 60G60 × Cite Format Result Cite Full Text: arXiv OA License
Boege, Tobias; Drton, Mathias; Hollering, Benjamin; Lumpp, Sarah; Misra, Pratik; Schkoda, Daniela Conditional Independence in Stationary Diffusions. arXiv:2408.00583 Preprint, arXiv:2408.00583 [math.ST] (2024). MSC: 60J60 62H22 × Cite Format Result Cite Full Text: arXiv OA License
Bhattacharya, Sohom; Sen, Subhabrata Causal effect estimation under network interference with mean-field methods. arXiv:2407.19613 Preprint, arXiv:2407.19613 [math.ST] (2024). MSC: 62H22 62F12 82B44 × Cite Format Result Cite Full Text: arXiv OA License
Carreno, Paula Leyes; Meroni, Chiara; Seigal, Anna Linear causal disentanglement via higher-order cumulants. arXiv:2407.04605 Preprint, arXiv:2407.04605 [stat.ML] (2024). MSC: 13P15 15A69 62H22 62R01 68Q32 × Cite Format Result Cite Full Text: arXiv OA License
Hollering, Benjamin; Johnson, Joseph; Solus, Liam Hyperplane Representations of Interventional Characteristic Imset Polytopes. arXiv:2404.18500 Preprint, arXiv:2404.18500 [math.CO] (2024). MSC: 62E10 62H22 62D20 62R01 13P25 13P10 × Cite Format Result Cite Full Text: arXiv OA License
Boege, Tobias; Kubjas, Kaie; Misra, Pratik; Solus, Liam Colored Gaussian DAG models. arXiv:2404.04024 Preprint, arXiv:2404.04024 [math.ST] (2024). MSC: 62H22 62R01 62D20 13C70 13P25 × Cite Format Result Cite Full Text: arXiv OA License
Dewar, Sean; Grasegger, Georg; Kastis, Eleftherios; Nixon, Anthony; Servatius, Brigitte Rigidity of nearly planar classes of graphs. arXiv:2402.17499 Preprint, arXiv:2402.17499 [math.CO] (2024). MSC: 52C25 62H22 × Cite Format Result Cite Full Text: arXiv OA License
Bayraktar, Erhan; Zhou, Hongyi Non-parametric estimates for graphon mean-field particle systems. arXiv:2402.05413 Preprint, arXiv:2402.05413 [math.ST] (2024). MSC: 62G07 62H22 62M05 05C80 60J60 × Cite Format Result Cite Full Text: arXiv OA License
Fasen-Hartmann, Vicky; Schenk, Lea Partial correlation graphs for continuous-parameter time series. arXiv:2401.16970 Preprint, arXiv:2401.16970 [math.ST] (2024). MSC: 62H22 62M20 62M10 60G25 × Cite Format Result Cite Full Text: arXiv OA License
Zemplenyi, Michele; Miller, Jeffrey W. Bayesian optimal experimental design for inferring causal structure. (English) Zbl 07956071 Bayesian Anal. 18, No. 3, 929-956 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Manderson, Andrew A.; Goudie, Robert J. B. Combining chains of Bayesian models with Markov melding. (English) Zbl 07956066 Bayesian Anal. 18, No. 3, 807-840 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Cremaschi, Andrea; Argiento, Raffaele; De Iorio, Maria; Cai, Shirong; Chong, Yap Seng; Meaney, Michael; Kee, Michelle Seemingly unrelated multi-state processes: a Bayesian semiparametric approach. (English) Zbl 07956064 Bayesian Anal. 18, No. 3, 753-775 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Agrawal, Raj; Squires, Chandler; Prasad, Neha; Uhler, Caroline The DECAMFounder: nonlinear causal discovery in the presence of hidden variables. (English) Zbl 07933972 J. R. Stat. Soc., Ser. B, Stat. Methodol. 85, No. 5, 1639-1658 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Shutta, Katherine H.; Balzer, Laura B.; Scholtens, Denise M.; Balasubramanian, Raji SpiderLearner: an ensemble approach to Gaussian graphical model estimation. (English) Zbl 1545.62561 Stat. Med. 42, No. 13, 2116-2133 (2023). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Strong, Peter; Smith, Jim Q. Scalable model selection for staged trees: mean-posterior clustering and binary trees. (English) Zbl 07923815 Avalos-Pacheco, Alejandra (ed.) et al., Bayesian statistics, new generations new approaches. BAYSM 2022. Proceedings of the 6th Bayesian young statistician meeting, Montréal, Canada, June 22–23, 2022. Cham: Springer. Springer Proc. Math. Stat. 435, 23-34 (2023). MSC: 62C10 62C12 62F15 62P10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Aktukmak, Mehmet; Zhu, Haonan; Chevrette, Marc G.; Nepper, Julia; Magesh, Shruthi; Handelsman, Jo; Hero, Alfred A graphical model for fusing diverse microbiome data. (English) Zbl 1548.62263 IEEE Trans. Signal Process. 71, 3399-3412 (2023). MSC: 62P10 62H22 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Zhang, Yuhao; Liu, Yanhong; Wang, Zhaojun Support recovery of Gaussian graphical model with false discovery rate control. (English) Zbl 1544.62256 J. Syst. Sci. Complex. 36, No. 6, 2605-2623 (2023). MSC: 62H22 × Cite Format Result Cite Review PDF Full Text: DOI
Deligeorgaki, Danai; Markham, Alex; Misra, Pratik; Solus, Liam Combinatorial and algebraic perspectives on the marginal independence structure of Bayesian networks. (English) Zbl 1541.62399 Algebr. Stat. 14, No. 2, 233-286 (2023). MSC: 62R01 13F65 60J22 62D20 62H22 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Hollering, Benjamin; Johnson, Joseph; Portakal, Irem; Solus, Liam Toric ideals of characteristic imsets via quasi-independence gluing. (English) Zbl 07886937 Algebr. Stat. 14, No. 2, 109-131 (2023). MSC: 62Rxx 62E10 62H22 62D20 62R01 13P25 13P10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv