Min, Keqian; Mai, Qing; Zhang, Xin Fast and separable estimation in high-dimensional tensor Gaussian graphical models. (English) Zbl 07546477 J. Comput. Graph. Stat. 31, No. 1, 294-300 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{K. Min} et al., J. Comput. Graph. Stat. 31, No. 1, 294--300 (2022; Zbl 07546477) Full Text: DOI OpenURL
Avagyan, Vahe; Mei, Xiaoling Precision matrix estimation under data contamination with an application to minimum variance portfolio selection. (English) Zbl 07545811 Commun. Stat., Simulation Comput. 51, No. 4, 1381-1400 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{V. Avagyan} and \textit{X. Mei}, Commun. Stat., Simulation Comput. 51, No. 4, 1381--1400 (2022; Zbl 07545811) Full Text: DOI OpenURL
Bingham, N. H.; Symons, Tasmin L. Gaussian random fields: with and without covariances. (English) Zbl 07534478 Theory Probab. Math. Stat. 106, 27-40 (2022). MSC: 62M40 PDF BibTeX XML Cite \textit{N. H. Bingham} and \textit{T. L. Symons}, Theory Probab. Math. Stat. 106, 27--40 (2022; Zbl 07534478) Full Text: DOI OpenURL
Zhu, Kailun; Kurowicka, Dorota Regular vines with strongly chordal pattern of (conditional) independence. (English) Zbl 07533761 Comput. Stat. Data Anal. 172, Article ID 107461, 24 p. (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{K. Zhu} and \textit{D. Kurowicka}, Comput. Stat. Data Anal. 172, Article ID 107461, 24 p. (2022; Zbl 07533761) Full Text: DOI OpenURL
Zhu, Yunlong Covariate-adjusted Gaussian graphical model estimation with false discovery rate control. (English) Zbl 07533589 Commun. Stat., Theory Methods 51, No. 4, 974-993 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{Y. Zhu}, Commun. Stat., Theory Methods 51, No. 4, 974--993 (2022; Zbl 07533589) Full Text: DOI OpenURL
Artner, Richard; Wellingerhof, Paul P.; Lafit, Ginette; Loossens, Tim; Vanpaemel, Wolf; Tuerlinckx, Francis The shape of partial correlation matrices. (English) Zbl 07533574 Commun. Stat., Theory Methods 51, No. 12, 4133-4150 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{R. Artner} et al., Commun. Stat., Theory Methods 51, No. 12, 4133--4150 (2022; Zbl 07533574) Full Text: DOI OpenURL
van den Boom, Willem; Jasra, Ajay; De Iorio, Maria; Beskos, Alexandros; Eriksson, Johan G. Unbiased approximation of posteriors via coupled particle Markov chain Monte Carlo. (English) Zbl 07532087 Stat. Comput. 32, No. 3, Paper No. 36, 19 p. (2022). MSC: 62-08 62H22 65C40 PDF BibTeX XML Cite \textit{W. van den Boom} et al., Stat. Comput. 32, No. 3, Paper No. 36, 19 p. (2022; Zbl 07532087) Full Text: DOI OpenURL
Epskamp, Sacha; Isvoranu, Adela-Maria; Cheung, Mike W.-L. Meta-analytic Gaussian network aggregation. (English) Zbl 07531758 Psychometrika 87, No. 1, 12-46 (2022); erratum ibid. 87, No. 1, 372 (2022). MSC: 62P15 62H22 PDF BibTeX XML Cite \textit{S. Epskamp} et al., Psychometrika 87, No. 1, 12--46 (2022; Zbl 07531758) Full Text: DOI OpenURL
Djordjilović, Vera; Chiogna, Monica Searching for a source of difference in graphical models. (English) Zbl 07530672 J. Multivariate Anal. 190, Article ID 104973, 12 p. (2022). MSC: 62H22 62F03 PDF BibTeX XML Cite \textit{V. Djordjilović} and \textit{M. Chiogna}, J. Multivariate Anal. 190, Article ID 104973, 12 p. (2022; Zbl 07530672) Full Text: DOI OpenURL
You, Junyao; Yu, Chengpu; Sun, Jian; Chen, Jie Generalized maximum entropy based identification of graphical ARMA models. (English) Zbl 07528494 Automatica 141, Article ID 110319, 9 p. (2022). MSC: 93B30 90C25 PDF BibTeX XML Cite \textit{J. You} et al., Automatica 141, Article ID 110319, 9 p. (2022; Zbl 07528494) Full Text: DOI OpenURL
De Santis, E.; Galves, A.; Nappo, G.; Piccioni, M. Estimating the interaction graph of stochastic neuronal dynamics by observing only pairs of neurons. (English) Zbl 07527296 Stochastic Processes Appl. 149, 224-247 (2022). MSC: 62M45 60E15 62M30 PDF BibTeX XML Cite \textit{E. De Santis} et al., Stochastic Processes Appl. 149, 224--247 (2022; Zbl 07527296) Full Text: DOI OpenURL
Nakashima, Hideto; Graczyk, Piotr Wigner and Wishart ensembles for sparse Vinberg models. (English) Zbl 07523343 Ann. Inst. Stat. Math. 74, No. 3, 399-433 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{H. Nakashima} and \textit{P. Graczyk}, Ann. Inst. Stat. Math. 74, No. 3, 399--433 (2022; Zbl 07523343) Full Text: DOI OpenURL
Misra, Pratik; Sullivant, Seth Directed Gaussian graphical models with toric vanishing ideals. (English) Zbl 07518348 Adv. Appl. Math. 138, Article ID 102345, 38 p. (2022). MSC: 13-XX 14-XX PDF BibTeX XML Cite \textit{P. Misra} and \textit{S. Sullivant}, Adv. Appl. Math. 138, Article ID 102345, 38 p. (2022; Zbl 07518348) Full Text: DOI OpenURL
Lindholm, M.; Richman, R.; Tsanakas, A.; Wüthrich, M. V. Discrimination-free insurance pricing. (English) Zbl 1484.91396 ASTIN Bull. 52, No. 1, 55-89 (2022). MSC: 91G05 PDF BibTeX XML Cite \textit{M. Lindholm} et al., ASTIN Bull. 52, No. 1, 55--89 (2022; Zbl 1484.91396) Full Text: DOI OpenURL
Faenza, Yuri; Muñoz, Gonzalo; Pokutta, Sebastian New limits of treewidth-based tractability in optimization. (English) Zbl 07495396 Math. Program. 191, No. 2 (A), 559-594 (2022). MSC: 90C35 90C05 90C22 PDF BibTeX XML Cite \textit{Y. Faenza} et al., Math. Program. 191, No. 2 (A), 559--594 (2022; Zbl 07495396) Full Text: DOI OpenURL
Jurek, Marcin; Katzfuss, Matthias Hierarchical sparse Cholesky decomposition with applications to high-dimensional spatio-temporal filtering. (English) Zbl 1481.62004 Stat. Comput. 32, No. 1, Paper No. 15, 19 p. (2022). MSC: 62-08 62H11 PDF BibTeX XML Cite \textit{M. Jurek} and \textit{M. Katzfuss}, Stat. Comput. 32, No. 1, Paper No. 15, 19 p. (2022; Zbl 1481.62004) Full Text: DOI arXiv OpenURL
Zhou, Jia; Li, Yang; Zheng, Zemin; Li, Daoji Reproducible learning in large-scale graphical models. (English) Zbl 07482270 J. Multivariate Anal. 189, Article ID 104934, 13 p. (2022). MSC: 62Hxx 62F35 62H22 62H20 PDF BibTeX XML Cite \textit{J. Zhou} et al., J. Multivariate Anal. 189, Article ID 104934, 13 p. (2022; Zbl 07482270) Full Text: DOI OpenURL
Coube-Sisqueille, Sébastien; Liquet, Benoît Improving performances of MCMC for nearest neighbor Gaussian process models with full data augmentation. (English) Zbl 07476357 Comput. Stat. Data Anal. 168, Article ID 107368, 19 p. (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{S. Coube-Sisqueille} and \textit{B. Liquet}, Comput. Stat. Data Anal. 168, Article ID 107368, 19 p. (2022; Zbl 07476357) Full Text: DOI arXiv OpenURL
Park, Jaewoo; Jin, Ick Hoon; Schweinberger, Michael Bayesian model selection for high-dimensional Ising models, with applications to educational data. (English) Zbl 07422851 Comput. Stat. Data Anal. 165, Article ID 107325, 20 p. (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{J. Park} et al., Comput. Stat. Data Anal. 165, Article ID 107325, 20 p. (2022; Zbl 07422851) Full Text: DOI arXiv OpenURL
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 07545695 Commun. Stat., Simulation Comput. 50, No. 9, 2793-2807 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{S. W. Han} et al., Commun. Stat., Simulation Comput. 50, No. 9, 2793--2807 (2021; Zbl 07545695) Full Text: DOI OpenURL
Guo, Xiao; Zhang, Hai Structured learning of time-varying networks with application to \(\operatorname{PM}_{2.5}\) data. (English) Zbl 07545611 Commun. Stat., Simulation Comput. 50, No. 5, 1364-1382 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{X. Guo} and \textit{H. Zhang}, Commun. Stat., Simulation Comput. 50, No. 5, 1364--1382 (2021; Zbl 07545611) Full Text: DOI OpenURL
Avagyan, Vahe D-Trace estimation of a precision matrix with eigenvalue control. (English) Zbl 07545604 Commun. Stat., Simulation Comput. 50, No. 4, 1231-1247 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{V. Avagyan}, Commun. Stat., Simulation Comput. 50, No. 4, 1231--1247 (2021; Zbl 07545604) Full Text: DOI OpenURL
Londschien, Malte; Kovács, Solt; Bühlmann, Peter Change-point detection for graphical models in the presence of missing values. (English) Zbl 07499916 J. Comput. Graph. Stat. 30, No. 3, 768-779 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{M. Londschien} et al., J. Comput. Graph. Stat. 30, No. 3, 768--779 (2021; Zbl 07499916) Full Text: DOI OpenURL
Alexopoulos, Angelos; Bottolo, Leonardo Bayesian variable selection for Gaussian copula regression models. (English) Zbl 07499903 J. Comput. Graph. Stat. 30, No. 3, 578-593 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{A. Alexopoulos} and \textit{L. Bottolo}, J. Comput. Graph. Stat. 30, No. 3, 578--593 (2021; Zbl 07499903) Full Text: DOI OpenURL
Roverato, Alberto On the interpretation of inflated correlation path weights in concentration graphs. (English) Zbl 1477.62155 Stat. Methods Appl. 30, No. 5, 1485-1505 (2021). MSC: 62H22 05C90 62P10 PDF BibTeX XML Cite \textit{A. Roverato}, Stat. Methods Appl. 30, No. 5, 1485--1505 (2021; Zbl 1477.62155) Full Text: DOI OpenURL
Yang, Xiaoyi; Niezink, Nynke M. D.; Nugent, Rebecca Learning social networks from text data using covariate information. (English) Zbl 1477.62392 Stat. Methods Appl. 30, No. 5, 1399-1423 (2021). MSC: 62P99 62F15 62J07 91D30 PDF BibTeX XML Cite \textit{X. Yang} et al., Stat. Methods Appl. 30, No. 5, 1399--1423 (2021; Zbl 1477.62392) Full Text: DOI arXiv OpenURL
Castelletti, Federico; Mascaro, Alessandro Structural learning and estimation of joint causal effects among network-dependent variables. (English) Zbl 1477.62393 Stat. Methods Appl. 30, No. 5, 1289-1314 (2021). MSC: 62R07 62F15 62H22 68T35 PDF BibTeX XML Cite \textit{F. Castelletti} and \textit{A. Mascaro}, Stat. Methods Appl. 30, No. 5, 1289--1314 (2021; Zbl 1477.62393) Full Text: DOI OpenURL
Schweinberger, Michael (ed.); Stingo, Francesco C. (ed.); Vitale, Maria Prosperina (ed.) Special issue on statistical analysis of networks. (English) Zbl 1477.00039 Stat. Methods Appl. 30, No. 5, 1285-1288 (2021). MSC: 00B15 62-06 62R07 05C80 68T07 91D30 PDF BibTeX XML Cite \textit{M. Schweinberger} (ed.) et al., Stat. Methods Appl. 30, No. 5, 1285--1288 (2021; Zbl 1477.00039) Full Text: DOI OpenURL
Jeon, Minjeong; Jin, Ick Hoon; Schweinberger, Michael; Baugh, Samuel Mapping unobserved item-respondent interactions: a latent space item response model with interaction map. (English) Zbl 1477.62342 Psychometrika 86, No. 2, 378-403 (2021). MSC: 62P15 PDF BibTeX XML Cite \textit{M. Jeon} et al., Psychometrika 86, No. 2, 378--403 (2021; Zbl 1477.62342) Full Text: DOI arXiv OpenURL
Studený, Milan; Cussens, James; Kratochvíl, Václav The dual polyhedron to the chordal graph polytope and the rebuttal of the chordal graph conjecture. (English) Zbl 07443196 Int. J. Approx. Reasoning 138, 188-203 (2021). MSC: 68T37 PDF BibTeX XML Cite \textit{M. Studený} et al., Int. J. Approx. Reasoning 138, 188--203 (2021; Zbl 07443196) Full Text: DOI OpenURL
Bodewes, Tjebbe; Scutari, Marco Learning Bayesian networks from incomplete data with the node-average likelihood. (English) Zbl 07443194 Int. J. Approx. Reasoning 138, 145-160 (2021). MSC: 68T37 PDF BibTeX XML Cite \textit{T. Bodewes} and \textit{M. Scutari}, Int. J. Approx. Reasoning 138, 145--160 (2021; Zbl 07443194) Full Text: DOI arXiv OpenURL
Dal, Giso H.; Laarman, Alfons W.; Hommersom, Arjen; Lucas, Peter J. F. A compositional approach to probabilistic knowledge compilation. (English) Zbl 1478.68371 Int. J. Approx. Reasoning 138, 38-66 (2021). MSC: 68T37 62H22 68T30 PDF BibTeX XML Cite \textit{G. H. Dal} et al., Int. J. Approx. Reasoning 138, 38--66 (2021; Zbl 1478.68371) Full Text: DOI OpenURL
Laman Trip, Diederik S.; van Wieringen, Wessel N. A parallel algorithm for ridge-penalized estimation of the multivariate exponential family from data of mixed types. (English) Zbl 1475.62044 Stat. Comput. 31, No. 4, Paper No. 41, 13 p. (2021). MSC: 62-08 65Y05 PDF BibTeX XML Cite \textit{D. S. Laman Trip} and \textit{W. N. van Wieringen}, Stat. Comput. 31, No. 4, Paper No. 41, 13 p. (2021; Zbl 1475.62044) Full Text: DOI arXiv OpenURL
Cros, Marie-Josée; Aubertot, Jean-Noël; Gaba, Sabrina; Reboud, Xavier; Sabbadin, Régis; Peyrard, Nathalie Improving pest monitoring networks using a simulation-based approach to contribute to pesticide reduction. (English) Zbl 1478.92257 Theor. Popul. Biol. 141, 24-33 (2021). MSC: 92D45 92C42 PDF BibTeX XML Cite \textit{M.-J. Cros} et al., Theor. Popul. Biol. 141, 24--33 (2021; Zbl 1478.92257) Full Text: DOI OpenURL
Carravetta, Francesco; White, Langford B. Syntactic stochastic processes: definitions, models, and related inference problems. (English) Zbl 07433274 Inf. Comput. 281, Article ID 104667, 29 p. (2021). MSC: 68Qxx PDF BibTeX XML Cite \textit{F. Carravetta} and \textit{L. B. White}, Inf. Comput. 281, Article ID 104667, 29 p. (2021; Zbl 07433274) Full Text: DOI OpenURL
Rezaie, Reza; Li, X. Rong Gaussian conditionally Markov sequences: modeling and characterization. (English) Zbl 1478.93671 Automatica 131, Article ID 109780, 11 p. (2021). MSC: 93E03 PDF BibTeX XML Cite \textit{R. Rezaie} and \textit{X. R. Li}, Automatica 131, Article ID 109780, 11 p. (2021; Zbl 1478.93671) Full Text: DOI OpenURL
Torri, Gabriele; Giacometti, Rosella; Tichý, Tomáš Network tail risk estimation in the European banking system. (English) Zbl 1475.91392 J. Econ. Dyn. Control 127, Article ID 104125, 18 p. (2021). MSC: 91G45 91G70 PDF BibTeX XML Cite \textit{G. Torri} et al., J. Econ. Dyn. Control 127, Article ID 104125, 18 p. (2021; Zbl 1475.91392) Full Text: DOI OpenURL
Zhou, Jia; Zheng, Zemin; Zhou, Huiting; Dong, Ruipeng Innovated scalable efficient inference for ultra-large graphical models. (English) Zbl 1478.62149 Stat. Probab. Lett. 173, Article ID 109085, 6 p. (2021). MSC: 62H22 62H12 62F12 62F25 62J05 PDF BibTeX XML Cite \textit{J. Zhou} et al., Stat. Probab. Lett. 173, Article ID 109085, 6 p. (2021; Zbl 1478.62149) Full Text: DOI OpenURL
Castelletti, Federico; Peluso, Stefano Equivalence class selection of categorical graphical models. (English) Zbl 07422870 Comput. Stat. Data Anal. 164, Article ID 107304, 18 p. (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{F. Castelletti} and \textit{S. Peluso}, Comput. Stat. Data Anal. 164, Article ID 107304, 18 p. (2021; Zbl 07422870) Full Text: DOI arXiv OpenURL
Jones, Matthew; Goldstein, Michael; Randell, David; Jonathan, Philip Bayes linear analysis for ordinary differential equations. (English) Zbl 07422741 Comput. Stat. Data Anal. 161, Article ID 107228, 27 p. (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{M. Jones} et al., Comput. Stat. Data Anal. 161, Article ID 107228, 27 p. (2021; Zbl 07422741) Full Text: DOI OpenURL
Javidian, Mohammad Ali; Valtorta, Marco A decomposition-based algorithm for learning the structure of multivariate regression chain graphs. (English) Zbl 07415290 Int. J. Approx. Reasoning 136, 66-85 (2021). MSC: 68T37 PDF BibTeX XML Cite \textit{M. A. Javidian} and \textit{M. Valtorta}, Int. J. Approx. Reasoning 136, 66--85 (2021; Zbl 07415290) Full Text: DOI OpenURL
Matsuda, Takeru; Uehara, Masatoshi; Hyvärinen, Aapo Information criteria for non-normalized models. (English) Zbl 07415101 J. Mach. Learn. Res. 22, Paper No. 158, 33 p. (2021). MSC: 68T05 PDF BibTeX XML Cite \textit{T. Matsuda} et al., J. Mach. Learn. Res. 22, Paper No. 158, 33 p. (2021; Zbl 07415101) Full Text: arXiv Link OpenURL
Conti, Pier Luigi; Marella, Daniela; Vicard, Paola; Vitale, Vincenzina Multivariate statistical matching using graphical modeling. (English) Zbl 07414852 Int. J. Approx. Reasoning 130, 150-169 (2021). MSC: 62H22 PDF BibTeX XML Cite \textit{P. L. Conti} et al., Int. J. Approx. Reasoning 130, 150--169 (2021; Zbl 07414852) Full Text: DOI OpenURL
Birmpa, Panagiota; Katsoulakis, Markos A. Uncertainty quantification for Markov random fields. (English) Zbl 1473.62197 SIAM/ASA J. Uncertain. Quantif. 9, 1457-1498 (2021). MSC: 62H22 82B20 94A17 PDF BibTeX XML Cite \textit{P. Birmpa} and \textit{M. A. Katsoulakis}, SIAM/ASA J. Uncertain. Quantif. 9, 1457--1498 (2021; Zbl 1473.62197) Full Text: DOI arXiv OpenURL
Arató, M.; Katona, Gy. O. H.; Michaletzky, Gy.; Móri, T. F.; Pintz, J.; Rudas, T.; Székely, G. J.; Tusnády, G. Rényi 100, quantitative and qualitative (in)dependence. (English) Zbl 07413843 Acta Math. Hung. 165, No. 1, 218-273 (2021). MSC: 60-XX 05D05 11N05 60E05 62H15 62H17 62H20 PDF BibTeX XML Cite \textit{M. Arató} et al., Acta Math. Hung. 165, No. 1, 218--273 (2021; Zbl 07413843) Full Text: DOI OpenURL
Far, Serveh Sharifi; Papathomas, Michail; King, Ruth Parameter redundancy and the existence of maximum likelihood estimates in log-linear models. (English) Zbl 1471.62382 Stat. Sin. 31, No. 3, 1125-1143 (2021). MSC: 62H17 62F10 PDF BibTeX XML Cite \textit{S. S. Far} et al., Stat. Sin. 31, No. 3, 1125--1143 (2021; Zbl 1471.62382) Full Text: DOI arXiv OpenURL
Asenova, Stefka; Mazo, Gildas; Segers, Johan Inference on extremal dependence in the domain of attraction of a structured Hüsler-Reiss distribution motivated by a Markov tree with latent variables. (English) Zbl 1475.62161 Extremes 24, No. 3, 461-500 (2021). MSC: 62G32 62H22 60G70 05C05 62P12 PDF BibTeX XML Cite \textit{S. Asenova} et al., Extremes 24, No. 3, 461--500 (2021; Zbl 1475.62161) Full Text: DOI arXiv OpenURL
Tang, Peng; Jiang, Huijing; Kim, Heeyoung; Deng, Xinwei Robust estimation of sparse precision matrix using adaptive weighted graphical lasso approach. (English) Zbl 1472.62083 J. Nonparametric Stat. 33, No. 2, 249-272 (2021). MSC: 62H12 62H22 62H30 62J07 PDF BibTeX XML Cite \textit{P. Tang} et al., J. Nonparametric Stat. 33, No. 2, 249--272 (2021; Zbl 1472.62083) Full Text: DOI arXiv OpenURL
Robeva, Elina; Seby, Jean-Baptiste Multi-trek separation in linear structural equation models. (English) Zbl 1469.62421 SIAM J. Appl. Algebra Geom. 5, No. 2, 278-303 (2021). MSC: 62R01 62H22 PDF BibTeX XML Cite \textit{E. Robeva} and \textit{J.-B. Seby}, SIAM J. Appl. Algebra Geom. 5, No. 2, 278--303 (2021; Zbl 1469.62421) Full Text: DOI arXiv OpenURL
Gibberd, A.; Roy, S. Consistent multiple changepoint estimation with fused Gaussian graphical models. (English) Zbl 1469.62338 Ann. Inst. Stat. Math. 73, No. 2, 283-309 (2021). MSC: 62M10 62F12 62H22 62J07 PDF BibTeX XML Cite \textit{A. Gibberd} and \textit{S. Roy}, Ann. Inst. Stat. Math. 73, No. 2, 283--309 (2021; Zbl 1469.62338) Full Text: DOI arXiv OpenURL
Nikolakakis, Konstantinos E.; Kalogerias, Dionysios S.; Sarwate, Anand D. Predictive learning on hidden tree-structured Ising models. (English) Zbl 07370576 J. Mach. Learn. Res. 22, Paper No. 59, 82 p. (2021). MSC: 68T05 PDF BibTeX XML Cite \textit{K. E. Nikolakakis} et al., J. Mach. Learn. Res. 22, Paper No. 59, 82 p. (2021; Zbl 07370576) Full Text: arXiv Link OpenURL
Mohan, Karthika; Pearl, Judea Graphical models for processing missing data. (English) Zbl 1464.62314 J. Am. Stat. Assoc. 116, No. 534, 1023-1037 (2021). MSC: 62H22 62D10 PDF BibTeX XML Cite \textit{K. Mohan} and \textit{J. Pearl}, J. Am. Stat. Assoc. 116, No. 534, 1023--1037 (2021; Zbl 1464.62314) Full Text: DOI arXiv OpenURL
Tchetgen Tchetgen, Eric J.; Fulcher, Isabel R.; Shpitser, Ilya Auto-g-computation of causal effects on a network. (English) Zbl 1464.62212 J. Am. Stat. Assoc. 116, No. 534, 833-844 (2021). MSC: 62D20 PDF BibTeX XML Cite \textit{E. J. Tchetgen Tchetgen} et al., J. Am. Stat. Assoc. 116, No. 534, 833--844 (2021; Zbl 1464.62212) Full Text: DOI arXiv OpenURL
Ha, Min Jin; Stingo, Francesco Claudio; Baladandayuthapani, Veerabhadran Bayesian structure learning in multilayered genomic networks. (English) Zbl 1464.62435 J. Am. Stat. Assoc. 116, No. 534, 605-618 (2021). MSC: 62P10 62F15 62H22 92D20 PDF BibTeX XML Cite \textit{M. J. Ha} et al., J. Am. Stat. Assoc. 116, No. 534, 605--618 (2021; Zbl 1464.62435) Full Text: DOI arXiv OpenURL
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-XX 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 arXiv OpenURL
Pun, Chi Seng; Hadimaja, Matthew Zakharia A self-calibrated direct approach to precision matrix estimation and linear discriminant analysis in high dimensions. (English) Zbl 07345049 Comput. Stat. Data Anal. 155, Article ID 107105, 20 p. (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{C. S. Pun} and \textit{M. Z. Hadimaja}, Comput. Stat. Data Anal. 155, Article ID 107105, 20 p. (2021; Zbl 07345049) Full Text: DOI OpenURL
Kojevnikov, Denis; Marmer, Vadim; Song, Kyungchul Limit theorems for network dependent random variables. (English) Zbl 1471.62536 J. Econom. 222, No. 2, 882-908 (2021). MSC: 62P20 60F05 62M30 91D30 PDF BibTeX XML Cite \textit{D. Kojevnikov} et al., J. Econom. 222, No. 2, 882--908 (2021; Zbl 1471.62536) Full Text: DOI arXiv OpenURL
Lee, Kyoungjae; Lee, Jaeyong Estimating large precision matrices via modified Cholesky decomposition. (English) Zbl 1464.62294 Stat. Sin. 31, No. 1, 173-196 (2021). MSC: 62H12 15A23 PDF BibTeX XML Cite \textit{K. Lee} and \textit{J. Lee}, Stat. Sin. 31, No. 1, 173--196 (2021; Zbl 1464.62294) Full Text: DOI arXiv OpenURL
Klüppelberg, Claudia; Krali, Mario Estimating an extreme Bayesian network via scalings. (English) Zbl 1461.62083 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 1461.62083) Full Text: DOI arXiv OpenURL
Brownlees, Christian; Mesters, Geert Detecting granular time series in large panels. (English) Zbl 1464.62497 J. Econom. 220, No. 2, 544-561 (2021). MSC: 62P20 62H25 62M10 PDF BibTeX XML Cite \textit{C. Brownlees} and \textit{G. Mesters}, J. Econom. 220, No. 2, 544--561 (2021; Zbl 1464.62497) Full Text: DOI Link OpenURL
Niu, Yabo; Pati, Debdeep; Mallick, Bani K. Bayesian graph selection consistency under model misspecification. (English) Zbl 1476.62121 Bernoulli 27, No. 1, 637-672 (2021). MSC: 62H22 62R01 62F15 05C90 PDF BibTeX XML Cite \textit{Y. Niu} et al., Bernoulli 27, No. 1, 637--672 (2021; Zbl 1476.62121) Full Text: DOI arXiv Euclid OpenURL
Duarte, Eliana; Marigliano, Orlando; Sturmfels, Bernd Discrete statistical models with rational maximum likelihood estimator. (English) Zbl 1465.62184 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 1465.62184) Full Text: DOI arXiv Euclid OpenURL
Khalili, Atefeh; Eskandari, Farzad Estimating finite mixture of continuous trees using penalized mutual information. (English) Zbl 07529938 Commun. Stat., Theory Methods 49, No. 20, 4974-4987 (2020). MSC: 62-XX PDF BibTeX XML Cite \textit{A. Khalili} and \textit{F. Eskandari}, Commun. Stat., Theory Methods 49, No. 20, 4974--4987 (2020; Zbl 07529938) Full Text: DOI OpenURL
Park, Gunwoong; Kim, Youngwhan Identifiability of Gaussian linear structural equation models with homogeneous and heterogeneous error variances. (English) Zbl 1485.62073 J. Korean Stat. Soc. 49, No. 1, 276-292 (2020). MSC: 62H22 62-08 68T05 PDF BibTeX XML Cite \textit{G. Park} and \textit{Y. Kim}, J. Korean Stat. Soc. 49, No. 1, 276--292 (2020; Zbl 1485.62073) Full Text: DOI OpenURL
Nasser, Maged; Salim, Naomie; Hamza, Hentabli; Saeed, Faisal; Rabiu, Idris Features reweighting and selection in ligand-based virtual screening for molecular similarity searching based on deep belief networks. (English) Zbl 07500172 Adv. Data Sci. Adapt. Anal. 12, No. 3-4, Article ID 2050009, 28 p. (2020). MSC: 62-XX PDF BibTeX XML Cite \textit{M. Nasser} et al., Adv. Data Sci. Adapt. Anal. 12, No. 3--4, Article ID 2050009, 28 p. (2020; Zbl 07500172) Full Text: DOI OpenURL
Wang, Tao Graph-assisted inverse regression for count data and its application to sequencing data. (English) Zbl 07499287 J. Comput. Graph. Stat. 29, No. 3, 444-454 (2020). MSC: 62-XX PDF BibTeX XML Cite \textit{T. Wang}, J. Comput. Graph. Stat. 29, No. 3, 444--454 (2020; Zbl 07499287) Full Text: DOI OpenURL
Dobra, Adrian; Buhikire, Katherine; Voss, Joachim G. Identifying mediating variables with graphical models: an application to the study of causal pathways in people living with HIV. (English) Zbl 07481510 J. Appl. Stat. 47, No. 7, 1298-1314 (2020). MSC: 62Pxx PDF BibTeX XML Cite \textit{A. Dobra} et al., J. Appl. Stat. 47, No. 7, 1298--1314 (2020; Zbl 07481510) Full Text: DOI arXiv OpenURL
Segers, Johan One- versus multi-component regular variation and extremes of Markov trees. (English) Zbl 1473.60086 Adv. Appl. Probab. 52, No. 3, 855-878 (2020). MSC: 60G70 62G32 62H12 PDF BibTeX XML Cite \textit{J. Segers}, Adv. Appl. Probab. 52, No. 3, 855--878 (2020; Zbl 1473.60086) Full Text: DOI arXiv OpenURL
Su, Wen Qing; Guo, Xiao; Zhang, Hai Differentially private precision matrix estimation. (English) Zbl 1462.62329 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 1462.62329) Full Text: DOI arXiv OpenURL
Ay, Nihat; Polani, Daniel; Virgo, Nathaniel Information decomposition based on cooperative game theory. (English) Zbl 07332774 Kybernetika 56, No. 5, 979-1014 (2020). MSC: 06B05 53B12 62B11 91A12 91A80 94A15 94A17 PDF BibTeX XML Cite \textit{N. Ay} et al., Kybernetika 56, No. 5, 979--1014 (2020; Zbl 07332774) Full Text: DOI arXiv OpenURL
Studený, Milan Contribution of František Matúš to the research on conditional independence. (English) Zbl 1474.62173 Kybernetika 56, No. 5, 850-874 (2020). MSC: 62H05 05B35 68T30 01A70 62-03 PDF BibTeX XML Cite \textit{M. Studený}, Kybernetika 56, No. 5, 850--874 (2020; Zbl 1474.62173) Full Text: DOI OpenURL
De Canditiis, Daniela A global approach for learning sparse Ising models. (English) Zbl 07318068 Math. Comput. Simul. 176, 160-170 (2020). MSC: 62Hxx 05Cxx PDF BibTeX XML Cite \textit{D. De Canditiis}, Math. Comput. Simul. 176, 160--170 (2020; Zbl 07318068) Full Text: DOI arXiv OpenURL
Gu, Jiaying; Zhou, Qing Learning big Gaussian Bayesian networks: partition, estimation and fusion. (English) Zbl 07307465 J. Mach. Learn. Res. 21, Paper No. 158, 31 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{J. Gu} and \textit{Q. Zhou}, J. Mach. Learn. Res. 21, Paper No. 158, 31 p. (2020; Zbl 07307465) Full Text: arXiv Link OpenURL
Tenzer, Yaniv; Moscovich, Amit; Dorn, Mary Frances; Nadler, Boaz; Spiegelman, Clifford Beyond trees: classification with sparse pairwise dependencies. (English) Zbl 07306885 J. Mach. Learn. Res. 21, Paper No. 189, 33 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{Y. Tenzer} et al., J. Mach. Learn. Res. 21, Paper No. 189, 33 p. (2020; Zbl 07306885) Full Text: arXiv Link OpenURL
Rotnitzky, Andrea; Smucler, Ezequiel Efficient adjustment sets for population average causal treatment effect estimation in graphical models. (English) Zbl 07306884 J. Mach. Learn. Res. 21, Paper No. 188, 86 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{A. Rotnitzky} and \textit{E. Smucler}, J. Mach. Learn. Res. 21, Paper No. 188, 86 p. (2020; Zbl 07306884) Full Text: arXiv Link OpenURL
Ni, Yang; Müller, Peter; Ji, Yuan Bayesian double feature allocation for phenotyping with electronic health records. (English) Zbl 1452.62835 J. Am. Stat. Assoc. 115, No. 532, 1620-1634 (2020). MSC: 62P10 62F15 62H30 PDF BibTeX XML Cite \textit{Y. Ni} et al., J. Am. Stat. Assoc. 115, No. 532, 1620--1634 (2020; Zbl 1452.62835) Full Text: DOI arXiv OpenURL
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 OpenURL
Javidian, Mohammad Ali; Valtorta, Marco; Jamshidi, Pooyan AMP chain graphs: minimal separators and structure learning algorithms. (English) Zbl 07269309 J. Artif. Intell. Res. (JAIR) 69, 419-470 (2020). MSC: 68Txx PDF BibTeX XML Cite \textit{M. A. Javidian} et al., J. Artif. Intell. Res. (JAIR) 69, 419--470 (2020; Zbl 07269309) Full Text: DOI arXiv OpenURL
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 OpenURL
Zorzi, Mattia Autoregressive identification of Kronecker graphical models. (English) Zbl 1451.93406 Automatica 119, Article ID 109053, 12 p. (2020). MSC: 93E12 93E10 90C25 PDF BibTeX XML Cite \textit{M. Zorzi}, Automatica 119, Article ID 109053, 12 p. (2020; Zbl 1451.93406) Full Text: DOI arXiv OpenURL
Córdoba, Irene; Varando, Gherardo; Bielza, Concha; Larrañaga, Pedro On generating random Gaussian graphical models. (English) Zbl 07264278 Int. J. Approx. Reasoning 125, 240-250 (2020). MSC: 68T37 PDF BibTeX XML Cite \textit{I. Córdoba} et al., Int. J. Approx. Reasoning 125, 240--250 (2020; Zbl 07264278) Full Text: DOI arXiv OpenURL
Zhao, Yue; Gijbels, Irène; van Keilegom, Ingrid Inference for semiparametric Gaussian copula model adjusted for linear regression using residual ranks. (English) Zbl 1460.62077 Bernoulli 26, No. 4, 2815-2846 (2020). MSC: 62H05 62J05 62H20 PDF BibTeX XML Cite \textit{Y. Zhao} et al., Bernoulli 26, No. 4, 2815--2846 (2020; Zbl 1460.62077) Full Text: DOI Euclid OpenURL
Drton, Mathias; Robeva, Elina; Weihs, Luca Nested covariance determinants and restricted trek separation in Gaussian graphical models. (English) Zbl 1476.62119 Bernoulli 26, No. 4, 2503-2540 (2020). Reviewer: Carlos Améndola (München) MSC: 62H22 62H12 62J10 62R01 00A27 PDF BibTeX XML Cite \textit{M. Drton} et al., Bernoulli 26, No. 4, 2503--2540 (2020; Zbl 1476.62119) Full Text: DOI arXiv Euclid OpenURL
Lee, Kuang-Yao; Liu, Tianqi; Li, Bing; Zhao, Hongyu Learning causal networks via additive faithfulness. (English) Zbl 1475.68279 J. Mach. Learn. Res. 21, Paper No. 51, 38 p. (2020). Reviewer: Martin Holeňa (Praha) MSC: 68T05 46E22 62D20 62G05 62H22 PDF BibTeX XML Cite \textit{K.-Y. Lee} et al., J. Mach. Learn. Res. 21, Paper No. 51, 38 p. (2020; Zbl 1475.68279) Full Text: Link OpenURL
Kumar, Sandeep; Ying, Jiaxi; Cardoso, José Vinícius de M.; Palomar, Daniel P. A unified framework for structured graph learning via spectral constraints. (English) Zbl 07255053 J. Mach. Learn. Res. 21, Paper No. 22, 60 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{S. Kumar} et al., J. Mach. Learn. Res. 21, Paper No. 22, 60 p. (2020; Zbl 07255053) Full Text: arXiv Link OpenURL
Allen, Genevera I. Book review of: M. Maathuis (ed.) et al., Handbook of graphical models. (English) Zbl 1441.00002 J. Am. Stat. Assoc. 115, No. 531, 1555-1557 (2020). MSC: 00A17 62-00 62-06 00B15 PDF BibTeX XML Cite \textit{G. I. Allen}, J. Am. Stat. Assoc. 115, No. 531, 1555--1557 (2020; Zbl 1441.00002) Full Text: DOI OpenURL
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 OpenURL
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 arXiv Euclid OpenURL
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 arXiv Euclid OpenURL
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 arXiv Link OpenURL
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 OpenURL
Schnörr, Christoph Assignment flows. (English) Zbl 07225677 Grohs, Philipp (ed.) et al., Handbook of variational methods for nonlinear geometric data. Cham: Springer. 235-260 (2020). MSC: 65Dxx 65Mxx 65Nxx PDF BibTeX XML Cite \textit{C. Schnörr}, in: Handbook of variational methods for nonlinear geometric data. Cham: Springer. 235--260 (2020; Zbl 07225677) Full Text: DOI OpenURL
Gubarev, V. Rota-Baxter operators on a sum of fields. (English) Zbl 1472.16044 J. Algebra Appl. 19, No. 6, Article ID 2050118, 12 p. (2020). MSC: 16W99 05C30 17B38 PDF BibTeX XML Cite \textit{V. Gubarev}, J. Algebra Appl. 19, No. 6, Article ID 2050118, 12 p. (2020; Zbl 1472.16044) Full Text: DOI arXiv OpenURL
Belton, Alexander; Guillot, Dominique; Khare, Apoorva; Putinar, Mihai A panorama of positivity. II: Fixed dimension. (English) Zbl 1452.15021 Dales, H. Garth (ed.) et al., Complex analysis and spectral theory. Conference in celebration of Thomas Ransford’s 60th birthday, Laval University, Québec, Canada, May 21–25, 2018. Providence, RI: American Mathematical Society (AMS). Contemp. Math. 743, 109-150 (2020). Reviewer: Mihail Voicu (Iaşi) MSC: 15B48 15B05 05E05 44A60 15A24 15A15 15A45 15A83 47B35 05C50 30E05 62J10 15-02 PDF BibTeX XML Cite \textit{A. Belton} et al., Contemp. Math. 743, 109--150 (2020; Zbl 1452.15021) Full Text: DOI OpenURL
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 arXiv OpenURL
Fritz, Tobias A synthetic approach to Markov kernels, conditional independence and theorems on sufficient statistics. (English) Zbl 07212214 Adv. Math. 370, Article ID 107239, 104 p. (2020). MSC: 60A05 62A01 62B05 18D10 68Q55 PDF BibTeX XML Cite \textit{T. Fritz}, Adv. Math. 370, Article ID 107239, 104 p. (2020; Zbl 07212214) Full Text: DOI arXiv OpenURL
Clarke, Patrick; Cox, David A. Moment maps, strict linear precision, and maximum likelihood degree one. (English) Zbl 1453.14125 Adv. Math. 370, Article ID 107233, 50 p. (2020). Reviewer: Nelly Villamizar (Swansea) MSC: 14M25 53D20 62F10 PDF BibTeX XML Cite \textit{P. Clarke} and \textit{D. A. Cox}, Adv. Math. 370, Article ID 107233, 50 p. (2020; Zbl 1453.14125) Full Text: DOI arXiv OpenURL
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 OpenURL
Nussbaum, Frank; Giesen, Joachim Pairwise sparse + low-rank models for variables of mixed type. (English) Zbl 1440.62210 J. Multivariate Anal. 178, Article ID 104601, 22 p. (2020). MSC: 62H12 62F12 PDF BibTeX XML Cite \textit{F. Nussbaum} and \textit{J. Giesen}, J. Multivariate Anal. 178, Article ID 104601, 22 p. (2020; Zbl 1440.62210) Full Text: DOI OpenURL
Burigana, Luigi; Vicovaro, Michele Algebraic aspects of Bayesian modeling in psychology. (English) Zbl 1437.91351 J. Math. Psychol. 94, Article ID 102296, 13 p. (2020). MSC: 91E10 91E30 62P15 62F15 PDF BibTeX XML Cite \textit{L. Burigana} and \textit{M. Vicovaro}, J. Math. Psychol. 94, Article ID 102296, 13 p. (2020; Zbl 1437.91351) Full Text: DOI OpenURL