Leonardi, Florencia; Carvalho, Rodrigo; Frondana, Iara Structure recovery for partially observed discrete Markov random fields on graphs under not necessarily positive distributions. (English) Zbl 07819222 Scand. J. Stat. 51, No. 1, 64-88 (2024). MSC: 62-XX PDFBibTeX XMLCite \textit{F. Leonardi} et al., Scand. J. Stat. 51, No. 1, 64--88 (2024; Zbl 07819222) Full Text: DOI arXiv
Carter, Jack Storror; Rossell, David; Smith, Jim Q. Partial correlation graphical LASSO. (English) Zbl 07819221 Scand. J. Stat. 51, No. 1, 32-63 (2024). MSC: 62-XX PDFBibTeX XMLCite \textit{J. S. Carter} et al., Scand. J. Stat. 51, No. 1, 32--63 (2024; Zbl 07819221) Full Text: DOI arXiv OA License
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 PDFBibTeX XMLCite \textit{A. Natarajan} et al., J. Appl. Probab. 61, No. 1, 230--243 (2024; Zbl 07808668) 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 07803701 Stat. Probab. Lett. 206, Article ID 110004, 7 p. (2024). MSC: 62H22 62F15 PDFBibTeX XMLCite \textit{F. Li} et al., Stat. Probab. Lett. 206, Article ID 110004, 7 p. (2024; Zbl 07803701) Full Text: DOI
Portakal, Irem; Sendra-Arranz, Javier Nash conditional independence curve. (English) Zbl 07783987 J. Symb. Comput. 122, Article ID 102255, 21 p. (2024). MSC: 91A06 91A11 PDFBibTeX XMLCite \textit{I. Portakal} and \textit{J. Sendra-Arranz}, J. Symb. Comput. 122, Article ID 102255, 21 p. (2024; Zbl 07783987) Full Text: DOI arXiv
Obiang, Eunice Okome; Jézéquel, Pascal; Proïa, Frédéric A Bayesian approach for partial Gaussian graphical models with sparsity. (English) Zbl 07810188 Bayesian Anal. 18, No. 2, 465-490 (2023). MSC: 62H22 62F15 62J05 62J07 62H12 PDFBibTeX XMLCite \textit{E. O. Obiang} et al., Bayesian Anal. 18, No. 2, 465--490 (2023; Zbl 07810188) Full Text: DOI arXiv Link
Al-Taie, Wael A. J.; Farrow, Malcolm Bayes linear Bayes networks with an application to prognostic indices. (English) Zbl 07810187 Bayesian Anal. 18, No. 2, 437-463 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{W. A. J. Al-Taie} and \textit{M. Farrow}, Bayesian Anal. 18, No. 2, 437--463 (2023; Zbl 07810187) Full Text: DOI Link
Ardiyansyah, Muhammad; Sodomaco, Luca Dimensions of higher order factor analysis models. (English) Zbl 07803511 Algebr. Stat. 14, No. 1, 91-108 (2023). MSC: 62Rxx 62R01 62H22 62H25 PDFBibTeX XMLCite \textit{M. Ardiyansyah} and \textit{L. Sodomaco}, Algebr. Stat. 14, No. 1, 91--108 (2023; Zbl 07803511) Full Text: DOI arXiv
Guo, F. Richard; Perković, Emilija; Rotnitzky, Andrea Variable elimination, graph reduction and the efficient g-formula. (English) Zbl 07802192 Biometrika 110, No. 3, 739-761 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{F. R. Guo} et al., Biometrika 110, No. 3, 739--761 (2023; Zbl 07802192) Full Text: DOI arXiv OA License
Wang, Minjie; Allen, Genevera I. Thresholded graphical Lasso adjusts for latent variables. (English) Zbl 07802189 Biometrika 110, No. 3, 681-697 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{M. Wang} and \textit{G. I. Allen}, Biometrika 110, No. 3, 681--697 (2023; Zbl 07802189) Full Text: DOI
Luo, Jingxuan; Li, Xuejiao; Yu, Chongxiu; Li, Gaorong Multiclass sparse discriminant analysis incorporating graphical structure among predictors. (English) Zbl 07798015 J. Classif. 40, No. 3, 614-637 (2023). MSC: 62H30 PDFBibTeX XMLCite \textit{J. Luo} et al., J. Classif. 40, No. 3, 614--637 (2023; Zbl 07798015) Full Text: DOI
Krock, Mitchell L.; Kleiber, William; Hammerling, Dorit; Becker, Stephen Modeling massive highly multivariate nonstationary spatial data with the basis graphical Lasso. (English) Zbl 07792631 J. Comput. Graph. Stat. 32, No. 4, 1472-1487 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{M. L. Krock} et al., J. Comput. Graph. Stat. 32, No. 4, 1472--1487 (2023; Zbl 07792631) Full Text: DOI arXiv
Hofert, Marius; Prasad, Avinash; Zhu, Mu Dependence model assessment and selection with decouplenets. (English) Zbl 07792615 J. Comput. Graph. Stat. 32, No. 4, 1272-1286 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{M. Hofert} et al., J. Comput. Graph. Stat. 32, No. 4, 1272--1286 (2023; Zbl 07792615) Full Text: DOI arXiv
Peyhardi, Jean On quasi Pólya thinning operator. (English) Zbl 07789487 Braz. J. Probab. Stat. 37, No. 4, 643-666 (2023). MSC: 62-XX 60-XX PDFBibTeX XMLCite \textit{J. Peyhardi}, Braz. J. Probab. Stat. 37, No. 4, 643--666 (2023; Zbl 07789487) Full Text: DOI
Zhao, Bangyao; Zhong, Yuan; Kang, Jian; Zhao, Lili Bayesian learning of Covid-19 vaccine safety while incorporating adverse events ontology. (English) Zbl 07789411 Ann. Appl. Stat. 17, No. 4, 2887-2902 (2023). MSC: 62Pxx PDFBibTeX XMLCite \textit{B. Zhao} et al., Ann. Appl. Stat. 17, No. 4, 2887--2902 (2023; Zbl 07789411) Full Text: DOI arXiv
Dai, Chenguang; Lin, Buyu; Xing, Xin; Liu, Jun S. False discovery rate control via data splitting. (English) Zbl 07784925 J. Am. Stat. Assoc. 118, No. 544, 2503-2520 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{C. Dai} et al., J. Am. Stat. Assoc. 118, No. 544, 2503--2520 (2023; Zbl 07784925) Full Text: DOI arXiv
De Canditiis, Daniela Learning binary undirected graph in low dimensional regime. (English) Zbl 1523.62011 Stat. Comput. 33, No. 6, Paper No. 133, 11 p. (2023). MSC: 62-08 62H22 PDFBibTeX XMLCite \textit{D. De Canditiis}, Stat. Comput. 33, No. 6, Paper No. 133, 11 p. (2023; Zbl 1523.62011) Full Text: DOI arXiv
Zhang, Qihuang; Yi, Grace Y. Generalized network structured models with mixed responses subject to measurement error and misclassification. (English) Zbl 1522.62288 Biometrics 79, No. 2, 1073-1088 (2023). MSC: 62P10 PDFBibTeX XMLCite \textit{Q. Zhang} and \textit{G. Y. Yi}, Biometrics 79, No. 2, 1073--1088 (2023; Zbl 1522.62288) Full Text: DOI
Liu, Dong; Zhao, Changwei; He, Yong; Liu, Lei; Guo, Ying; Zhang, Xinsheng Simultaneous cluster structure learning and estimation of heterogeneous graphs for matrix-variate fMRI data. (English) Zbl 1522.62182 Biometrics 79, No. 3, 2246-2259 (2023). MSC: 62P10 PDFBibTeX XMLCite \textit{D. Liu} et al., Biometrics 79, No. 3, 2246--2259 (2023; Zbl 1522.62182) Full Text: DOI arXiv
Liu, Huihang; Zhang, Xinyu Frequentist model averaging for undirected Gaussian graphical models. (English) Zbl 1522.62183 Biometrics 79, No. 3, 2050-2062 (2023). MSC: 62P10 PDFBibTeX XMLCite \textit{H. Liu} and \textit{X. Zhang}, Biometrics 79, No. 3, 2050--2062 (2023; Zbl 1522.62183) Full Text: DOI
Dai, Wei; Hu, Taizhong; Jin, Baisuo; Shi, Xiaoping Incorporating grouping information into Bayesian Gaussian graphical model selection. (English) Zbl 07753683 Commun. Stat., Theory Methods 52, No. 22, 7966-7983 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{W. Dai} et al., Commun. Stat., Theory Methods 52, No. 22, 7966--7983 (2023; Zbl 07753683) Full Text: DOI
Zhang, Jingfei; Li, Yi High-dimensional Gaussian graphical regression models with covariates. (English) Zbl 07751830 J. Am. Stat. Assoc. 118, No. 543, 2088-2100 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{J. Zhang} and \textit{Y. Li}, J. Am. Stat. Assoc. 118, No. 543, 2088--2100 (2023; Zbl 07751830) Full Text: DOI arXiv
Lee, Kuang-Yao; Li, Lexin; Li, Bing; Zhao, Hongyu Nonparametric functional graphical modeling through functional additive regression operator. (English) Zbl 07751803 J. Am. Stat. Assoc. 118, No. 543, 1718-1732 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{K.-Y. Lee} et al., J. Am. Stat. Assoc. 118, No. 543, 1718--1732 (2023; Zbl 07751803) Full Text: DOI
Boege, Tobias; Kahle, Thomas; Kretschmer, Andreas; Röttger, Frank The geometry of Gaussian double Markovian distributions. (English) Zbl 07748358 Scand. J. Stat. 50, No. 2, 665-696 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{T. Boege} et al., Scand. J. Stat. 50, No. 2, 665--696 (2023; Zbl 07748358) Full Text: DOI arXiv OA License
Montalbano, Pierre; Allouche, David; de Givry, Simon; Katsirelos, George; Werner, Tomáš Virtual pairwise consistency in cost function networks. (English) Zbl 07745675 Cire, Andre A. (ed.), Integration of constraint programming, artificial intelligence, and operations research. 20th international conference, CPAIOR 2023, Nice, France, May 29 – June 1, 2023. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 13884, 417-426 (2023). MSC: 68T20 90Bxx 90C27 PDFBibTeX XMLCite \textit{P. Montalbano} et al., Lect. Notes Comput. Sci. 13884, 417--426 (2023; Zbl 07745675) Full Text: DOI
Han, Dongu; Lim, Daeyoung; Choi, Taeryon Bayesian sparse seemingly unrelated regressions model with variable selection and covariance estimation via the horseshoe+. (English) Zbl 07745481 J. Korean Stat. Soc. 52, No. 3, 676-714 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{D. Han} et al., J. Korean Stat. Soc. 52, No. 3, 676--714 (2023; Zbl 07745481) Full Text: DOI
Liu, Yanhong; Zhang, Yuhao; Li, Zhonghua Structure learning of exponential family graphical model with false discovery rate control. (English) Zbl 07745477 J. Korean Stat. Soc. 52, No. 3, 554-580 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{Y. Liu} et al., J. Korean Stat. Soc. 52, No. 3, 554--580 (2023; Zbl 07745477) Full Text: DOI
Aghabozorgi, Hamid Haji; Eskandari, Farzad Estimation of nonparanormal graphical models based on ranked set sampling (RSS). (English) Zbl 07739587 J. Stat. Comput. Simulation 93, No. 6, 932-955 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{H. H. Aghabozorgi} and \textit{F. Eskandari}, J. Stat. Comput. Simulation 93, No. 6, 932--955 (2023; Zbl 07739587) Full Text: DOI
Bar, Haim; Wells, Martin T. On graphical models and convex geometry. (English) Zbl 07737940 Comput. Stat. Data Anal. 187, Article ID 107800, 17 p. (2023). MSC: 62-08 PDFBibTeX XMLCite \textit{H. Bar} and \textit{M. T. Wells}, Comput. Stat. Data Anal. 187, Article ID 107800, 17 p. (2023; Zbl 07737940) Full Text: DOI arXiv
Arif, Amina; Hayat, Sakander; Khan, Asad On irregularity indices and main eigenvalues of graphs and their applicability. (English) Zbl 1518.05110 J. Appl. Math. Comput. 69, No. 3, 2549-2571 (2023). MSC: 05C50 05C09 PDFBibTeX XMLCite \textit{A. Arif} et al., J. Appl. Math. Comput. 69, No. 3, 2549--2571 (2023; Zbl 1518.05110) Full Text: DOI
Zhang, Ning; Yang, Jin Sparse precision matrix estimation with missing observations. (English) Zbl 07734161 Comput. Stat. 38, No. 3, 1337-1355 (2023). MSC: 62-08 PDFBibTeX XMLCite \textit{N. Zhang} and \textit{J. Yang}, Comput. Stat. 38, No. 3, 1337--1355 (2023; Zbl 07734161) Full Text: DOI
Xu, Yuanzhe; Mukherjee, Sumit Inference in Ising models on dense regular graphs. (English) Zbl 07732744 Ann. Stat. 51, No. 3, 1183-1206 (2023). MSC: 62H22 62E20 62F05 62F12 PDFBibTeX XMLCite \textit{Y. Xu} and \textit{S. Mukherjee}, Ann. Stat. 51, No. 3, 1183--1206 (2023; Zbl 07732744) Full Text: DOI arXiv Link
Jokiel-Rokita, Alicja; Magiera, Ryszard Bayesian estimation versus maximum likelihood estimation in the Weibull-power law process. (English) Zbl 07732380 Comput. Stat. 38, No. 2, 675-710 (2023). MSC: 62-08 PDFBibTeX XMLCite \textit{A. Jokiel-Rokita} and \textit{R. Magiera}, Comput. Stat. 38, No. 2, 675--710 (2023; Zbl 07732380) Full Text: DOI
Shaikh Veedu, Mishfad; Salapaka, Murti V. Topology identification under spatially correlated noise. (English) Zbl 1520.93090 Automatica 156, Article ID 111182, 13 p. (2023). MSC: 93B24 93B70 93C05 93C70 PDFBibTeX XMLCite \textit{M. Shaikh Veedu} and \textit{M. V. Salapaka}, Automatica 156, Article ID 111182, 13 p. (2023; Zbl 1520.93090) Full Text: DOI arXiv
Asenova, Stefka; Segers, Johan Extremes of Markov random fields on block graphs: max-stable limits and structured Hüsler-Reiss distributions. (English) Zbl 07730783 Extremes 26, No. 3, 433-468 (2023). MSC: 62Exx PDFBibTeX XMLCite \textit{S. Asenova} and \textit{J. Segers}, Extremes 26, No. 3, 433--468 (2023; Zbl 07730783) Full Text: DOI arXiv
Boutin, Rémi; Bouveyron, Charles; Latouche, Pierre Embedded topics in the stochastic block model. (English) Zbl 1517.62009 Stat. Comput. 33, No. 5, Paper No. 95, 20 p. (2023). MSC: 62-08 62H22 62H30 PDFBibTeX XMLCite \textit{R. Boutin} et al., Stat. Comput. 33, No. 5, Paper No. 95, 20 p. (2023; Zbl 1517.62009) Full Text: DOI arXiv
Kumar, Pushpendra; Erturk, Vedat Suat; Murillo-Arcila, Marina; Govindaraj, V. A new form of L1-predictor-corrector scheme to solve multiple delay-type fractional order systems with the example of a neural network model. (English) Zbl 1523.65058 Fractals 31, No. 4, Article ID 2340043, 13 p. (2023). MSC: 65L03 68T07 PDFBibTeX XMLCite \textit{P. Kumar} et al., Fractals 31, No. 4, Article ID 2340043, 13 p. (2023; Zbl 1523.65058) Full Text: DOI
Tezuka, Taiki; Kuroki, Manabu An unbiased estimator of the causal effect on the variance based on the back-door criterion in Gaussian linear structural equation models. (English) Zbl 07723941 J. Multivariate Anal. 197, Article ID 105201, 13 p. (2023). MSC: 62Hxx 62D20 62H22 PDFBibTeX XMLCite \textit{T. Tezuka} and \textit{M. Kuroki}, J. Multivariate Anal. 197, Article ID 105201, 13 p. (2023; Zbl 07723941) Full Text: DOI
Strössner, Christoph; Kressner, Daniel Low-rank tensor approximations for solving multimarginal optimal transport problems. (English) Zbl 1520.49024 SIAM J. Imaging Sci. 16, No. 1, 169-191 (2023). MSC: 49Q22 65F55 PDFBibTeX XMLCite \textit{C. Strössner} and \textit{D. Kressner}, SIAM J. Imaging Sci. 16, No. 1, 169--191 (2023; Zbl 1520.49024) Full Text: DOI arXiv
Duttweiler, Luke; Thurston, Sally W.; Almudevar, Anthony Spectral Bayesian network theory. (English) Zbl 1518.05115 Linear Algebra Appl. 674, 282-303 (2023). MSC: 05C50 05C22 62H22 62H10 60C05 PDFBibTeX XMLCite \textit{L. Duttweiler} et al., Linear Algebra Appl. 674, 282--303 (2023; Zbl 1518.05115) Full Text: DOI arXiv
Wu, Zeyu; Wang, Cheng; Liu, Weidong A unified precision matrix estimation framework via sparse column-wise inverse operator under weak sparsity. (English) Zbl 07712155 Ann. Inst. Stat. Math. 75, No. 4, 619-648 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{Z. Wu} et al., Ann. Inst. Stat. Math. 75, No. 4, 619--648 (2023; Zbl 07712155) Full Text: DOI arXiv
Lee, Kuang-Yao; Ji, Dingjue; Li, Lexin; Constable, Todd; Zhao, Hongyu Conditional functional graphical models. (English) Zbl 1514.62243 J. Am. Stat. Assoc. 118, No. 541, 257-271 (2023). MSC: 62P10 62H22 62R10 PDFBibTeX XMLCite \textit{K.-Y. Lee} et al., J. Am. Stat. Assoc. 118, No. 541, 257--271 (2023; Zbl 1514.62243) Full Text: DOI
Majumder, Reetam; Neerchal, Nagaraj K.; Ji, Qing Optimal stock portfolio selection with a multivariate hidden Markov model. (English) Zbl 07705113 Sankhyā, Ser. B 85, No. 1, Suppl., S177-S198 (2023). MSC: 62P05 62H22 62M05 PDFBibTeX XMLCite \textit{R. Majumder} et al., Sankhyā, Ser. B 85, No. 1, S177--S198 (2023; Zbl 07705113) Full Text: DOI
Kokila, J.; Vellappandi, M.; Meghana, D.; Govindaraj, V. Optimal control study on Michaelis-Menten kinetics – a fractional version. (English) Zbl 07703876 Math. Comput. Simul. 210, 571-592 (2023). MSC: 92-XX 93-XX PDFBibTeX XMLCite \textit{J. Kokila} et al., Math. Comput. Simul. 210, 571--592 (2023; Zbl 07703876) Full Text: DOI
Ernst, Maximilian S.; Peikert, Aaron; Brandmaier, Andreas M.; Rosseel, Yves A note on the connection between trek rules and separable nonlinear least squares in linear structural equation models. (English) Zbl 1515.62126 Psychometrika 88, No. 1, 98-116 (2023). MSC: 62P15 PDFBibTeX XMLCite \textit{M. S. Ernst} et al., Psychometrika 88, No. 1, 98--116 (2023; Zbl 1515.62126) Full Text: DOI
Lee, Seunghwan; Kim, Sang Cheol; Yu, Donghyeon An efficient GPU-parallel coordinate descent algorithm for sparse precision matrix estimation via scaled Lasso. (English) Zbl 07696207 Comput. Stat. 38, No. 1, 217-242 (2023). MSC: 62-08 PDFBibTeX XMLCite \textit{S. Lee} et al., Comput. Stat. 38, No. 1, 217--242 (2023; Zbl 07696207) Full Text: DOI arXiv
Akagi, Yasunori; Marumo, Naoki; Kim, Hideaki; Kurashima, Takeshi; Toda, Hiroyuki MAP inference algorithms without approximation for collective graphical models on path graphs via discrete difference of convex algorithm. (English) Zbl 07694480 Mach. Learn. 112, No. 1, 99-129 (2023). MSC: 68T05 PDFBibTeX XMLCite \textit{Y. Akagi} et al., Mach. Learn. 112, No. 1, 99--129 (2023; Zbl 07694480) Full Text: DOI
Bodnar, Olha; Touli, Elena Farahbakhsh Exact test theory in Gaussian graphical models. (English) Zbl 1520.62073 J. Multivariate Anal. 196, Article ID 105185, 21 p. (2023). MSC: 62H22 62H15 62H10 62E20 PDFBibTeX XMLCite \textit{O. Bodnar} and \textit{E. F. Touli}, J. Multivariate Anal. 196, Article ID 105185, 21 p. (2023; Zbl 1520.62073) Full Text: DOI
Soloveychik, Ilya; Tarokh, Vahid Region selection in Markov random fields: Gaussian case. (English) Zbl 1520.62075 J. Multivariate Anal. 196, Article ID 105178, 23 p. (2023). MSC: 62H22 05B50 60F10 62M40 PDFBibTeX XMLCite \textit{I. Soloveychik} and \textit{V. Tarokh}, J. Multivariate Anal. 196, Article ID 105178, 23 p. (2023; Zbl 1520.62075) Full Text: DOI arXiv
Jansen, Sabine; Kolesnikov, Leonid; Matzke, Kilian The direct-connectedness function in the random connection model. (English) Zbl 1523.60168 Adv. Appl. Probab. 55, No. 1, 179-222 (2023). MSC: 60K35 60G55 82B43 60D05 PDFBibTeX XMLCite \textit{S. Jansen} et al., Adv. Appl. Probab. 55, No. 1, 179--222 (2023; Zbl 1523.60168) Full Text: DOI arXiv
Heng, Pei; Sun, Yi Algorithms for convex hull finding in undirected graphical models. (English) Zbl 1511.05223 Appl. Math. Comput. 445, Article ID 127852, 11 p. (2023). MSC: 05C85 05C90 62H17 62H22 68W40 PDFBibTeX XMLCite \textit{P. Heng} and \textit{Y. Sun}, Appl. Math. Comput. 445, Article ID 127852, 11 p. (2023; Zbl 1511.05223) Full Text: DOI
Linusson, Svante; Restadh, Petter; Solus, Liam Greedy causal discovery is geometric. (English) Zbl 07669656 SIAM J. Discrete Math. 37, No. 1, 233-252 (2023). MSC: 62D20 52B12 62H22 52B05 PDFBibTeX XMLCite \textit{S. Linusson} et al., SIAM J. Discrete Math. 37, No. 1, 233--252 (2023; Zbl 07669656) Full Text: DOI arXiv
Klaassen, S.; Kueck, J.; Spindler, M.; Chernozhukov, V. Uniform inference in high-dimensional Gaussian graphical models. (English) Zbl 07658473 Biometrika 110, No. 1, 51-68 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{S. Klaassen} et al., Biometrika 110, No. 1, 51--68 (2023; Zbl 07658473) Full Text: DOI arXiv
Sheng, Tianhong; Li, Bing; Solea, Eftychia On skewed Gaussian graphical models. (English) Zbl 1520.62074 J. Multivariate Anal. 194, Article ID 105129, 19 p. (2023). MSC: 62H22 62H12 62F12 62P10 62-08 PDFBibTeX XMLCite \textit{T. Sheng} et al., J. Multivariate Anal. 194, Article ID 105129, 19 p. (2023; Zbl 1520.62074) Full Text: DOI
Grim, Anna; Felzenszwalb, Pedro Convex combination belief propagation. (English) Zbl 1510.68104 Appl. Math. Comput. 438, Article ID 127572, 18 p. (2023). MSC: 68T20 62H22 68U10 PDFBibTeX XMLCite \textit{A. Grim} and \textit{P. Felzenszwalb}, Appl. Math. Comput. 438, Article ID 127572, 18 p. (2023; Zbl 1510.68104) Full Text: DOI arXiv
Yang, Yuehan; Xia, Siwei An integrated precision matrix estimation for multivariate regression problems. (English) Zbl 07594052 J. Stat. Plann. Inference 222, 261-272 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{Y. Yang} and \textit{S. Xia}, J. Stat. Plann. Inference 222, 261--272 (2023; Zbl 07594052) Full Text: DOI
Mulgrave, Jami J.; Ghosal, Subhashis Bayesian analysis of nonparanormal graphical models using rank-likelihood. (English) Zbl 1495.62046 J. Stat. Plann. Inference 222, 195-208 (2023). MSC: 62H22 62G05 62F15 62H05 62H12 PDFBibTeX XMLCite \textit{J. J. Mulgrave} and \textit{S. Ghosal}, J. Stat. Plann. Inference 222, 195--208 (2023; Zbl 1495.62046) Full Text: DOI arXiv
Maldonado, J. R.; Ruiz, S. M. Assessment of covariance selection methods in high-dimensional Gaussian graphical models. (English) Zbl 1525.62023 Trends Comput. Appl. Math. 23, No. 3, 583-593 (2022). MSC: 62H22 PDFBibTeX XMLCite \textit{J. R. Maldonado} and \textit{S. M. Ruiz}, Trends Comput. Appl. Math. 23, No. 3, 583--593 (2022; Zbl 1525.62023) Full Text: DOI
Ren, Mingyang; Zhang, Sanguo; Zhang, Qingzhao; Ma, Shuangge Gaussian graphical model-based heterogeneity analysis via penalized fusion. (English) Zbl 1520.62312 Biometrics 78, No. 2, 524-535 (2022). MSC: 62P10 PDFBibTeX XMLCite \textit{M. Ren} et al., Biometrics 78, No. 2, 524--535 (2022; Zbl 1520.62312) Full Text: DOI
Yi, Huangdi; Zhang, Qingzhao; Lin, Cunjie; Ma, Shuangge Information-incorporated Gaussian graphical model for gene expression data. (English) Zbl 1520.62391 Biometrics 78, No. 2, 512-523 (2022). MSC: 62P10 PDFBibTeX XMLCite \textit{H. Yi} et al., Biometrics 78, No. 2, 512--523 (2022; Zbl 1520.62391) Full Text: DOI
Shi, Chengchun; Li, Lexin Testing mediation effects using logic of Boolean matrices. (English) Zbl 1515.62120 J. Am. Stat. Assoc. 117, No. 540, 2014-2027 (2022). MSC: 62P10 62H22 62M40 92C55 PDFBibTeX XMLCite \textit{C. Shi} and \textit{L. Li}, J. Am. Stat. Assoc. 117, No. 540, 2014--2027 (2022; Zbl 1515.62120) Full Text: DOI arXiv
Zhang, Jingnan; He, Xin; Wang, Junhui Directed community detection with network embedding. (English) Zbl 1515.62020 J. Am. Stat. Assoc. 117, No. 540, 1809-1819 (2022). MSC: 62-08 62H22 PDFBibTeX XMLCite \textit{J. Zhang} et al., J. Am. Stat. Assoc. 117, No. 540, 1809--1819 (2022; Zbl 1515.62020) Full Text: DOI
Lundborg, Anton Rask; Shah, Rajen D.; Peters, Jonas Conditional independence testing in Hilbert spaces with applications to functional data analysis. (English) Zbl 07686600 J. R. Stat. Soc., Ser. B, Stat. Methodol. 84, No. 5, 1821-1850 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{A. R. Lundborg} et al., J. R. Stat. Soc., Ser. B, Stat. Methodol. 84, No. 5, 1821--1850 (2022; Zbl 07686600) Full Text: DOI arXiv
Liang, Faming; Xue, Jingnan; Jia, Bochao Markov neighborhood regression for high-dimensional inference. (English) Zbl 1506.62106 J. Am. Stat. Assoc. 117, No. 539, 1200-1214 (2022). MSC: 62-08 62G08 62H22 62P10 68T05 PDFBibTeX XMLCite \textit{F. Liang} et al., J. Am. Stat. Assoc. 117, No. 539, 1200--1214 (2022; Zbl 1506.62106) Full Text: DOI arXiv
Olivella, Santiago; Pratt, Tyler; Imai, Kosuke Dynamic stochastic blockmodel regression for network data: application to international militarized conflicts. (English) Zbl 1506.62360 J. Am. Stat. Assoc. 117, No. 539, 1068-1081 (2022). MSC: 62M05 93E03 62H22 62P25 91D30 PDFBibTeX XMLCite \textit{S. Olivella} et al., J. Am. Stat. Assoc. 117, No. 539, 1068--1081 (2022; Zbl 1506.62360) Full Text: DOI arXiv
Liu, Jianyu; Wang, Haodong; Sun, Wei; Liu, Yufeng Prioritizing autism risk genes using personalized graphical models estimated from single-cell RNA-seq data. (English) Zbl 1506.62444 J. Am. Stat. Assoc. 117, No. 537, 38-51 (2022). MSC: 62P10 62H22 PDFBibTeX XMLCite \textit{J. Liu} et al., J. Am. Stat. Assoc. 117, No. 537, 38--51 (2022; Zbl 1506.62444) Full Text: DOI
Yao, Bohao; Evans, Robin Algebraic properties of HTC-identifiable graphs. (English) Zbl 1504.62186 Algebr. Stat. 13, No. 1, 19-39 (2022). MSC: 62R01 62H22 62H05 13P25 PDFBibTeX XMLCite \textit{B. Yao} and \textit{R. Evans}, Algebr. Stat. 13, No. 1, 19--39 (2022; Zbl 1504.62186) Full Text: DOI
Casa, Alessandro; Cappozzo, Andrea; Fop, Michael Group-wise shrinkage estimation in penalized model-based clustering. (English) Zbl 07646910 J. Classif. 39, No. 3, 648-674 (2022). MSC: 62H30 PDFBibTeX XMLCite \textit{A. Casa} et al., J. Classif. 39, No. 3, 648--674 (2022; Zbl 07646910) Full Text: DOI arXiv
Waghmare, Kartik G.; Panaretos, Victor M. The completion of covariance kernels. (English) Zbl 07641126 Ann. Stat. 50, No. 6, 3281-3306 (2022). MSC: 62M20 62H22 62G05 47A57 15A83 45Q05 PDFBibTeX XMLCite \textit{K. G. Waghmare} and \textit{V. M. Panaretos}, Ann. Stat. 50, No. 6, 3281--3306 (2022; Zbl 07641126) Full Text: DOI arXiv Link
Barber, Rina Foygel; Drton, Mathias; Sturma, Nils; Weihs, Luca Half-trek criterion for identifiability of latent variable models. (English) Zbl 07641122 Ann. Stat. 50, No. 6, 3174-3196 (2022). MSC: 62H22 62J05 62R01 PDFBibTeX XMLCite \textit{R. F. Barber} et al., Ann. Stat. 50, No. 6, 3174--3196 (2022; Zbl 07641122) Full Text: DOI arXiv Link
Dey, Debangan; Datta, Abhirup; Banerjee, Sudipto Graphical Gaussian process models for highly multivariate spatial data. (English) Zbl 07638097 Biometrika 109, No. 4, 993-1014 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{D. Dey} et al., Biometrika 109, No. 4, 993--1014 (2022; Zbl 07638097) Full Text: DOI arXiv
Vázquez-Aguirre, Jenny Betsabé; Cruz-Ramírez, Nicandro; Quiroz-Castellanos, Marcela A model for learning cause-effect relationships in Bayesian networks. (English) Zbl 1509.68227 Castillo, Oscar (ed.) et al., New perspectives on hybrid intelligent system design based on fuzzy logic, neural networks and metaheuristics. Cham: Springer. Stud. Comput. Intell. 1050, 395-417 (2022). MSC: 68T05 62D20 62H22 PDFBibTeX XMLCite \textit{J. B. Vázquez-Aguirre} et al., Stud. Comput. Intell. 1050, 395--417 (2022; Zbl 1509.68227) Full Text: DOI
Hamid, Jemila S.; Huang, Wei Liang; von Rosen, Dietrich Graphical analysis of residuals in multivariate growth curve models and applications in the analysis of longitudinal data. (English) Zbl 07603830 Commun. Stat., Simulation Comput. 51, No. 10, 5556-5581 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{J. S. Hamid} et al., Commun. Stat., Simulation Comput. 51, No. 10, 5556--5581 (2022; Zbl 07603830) Full Text: DOI
Courgeau, Valentin; Veraart, Almut E. D. High-frequency estimation of the Lévy-driven graph Ornstein-Uhlenbeck process. (English) Zbl 07603099 Electron. J. Stat. 16, No. 2, 4863-4925 (2022). MSC: 62F12 62F07 PDFBibTeX XMLCite \textit{V. Courgeau} and \textit{A. E. D. Veraart}, Electron. J. Stat. 16, No. 2, 4863--4925 (2022; Zbl 07603099) Full Text: DOI arXiv Link
Nguyen, TrungTin; Nguyen, Hien Duy; Chamroukhi, Faicel; Forbes, Florence A non-asymptotic approach for model selection via penalization in high-dimensional mixture of experts models. (English) Zbl 07603097 Electron. J. Stat. 16, No. 2, 4742-4822 (2022). MSC: 62H30 62E17 62H12 PDFBibTeX XMLCite \textit{T. Nguyen} et al., Electron. J. Stat. 16, No. 2, 4742--4822 (2022; Zbl 07603097) Full Text: DOI arXiv Link
Park, Sion; Park, Gunwoong Robust estimation of Gaussian linear structural equation models with equal error variances. (English) Zbl 1496.62102 J. Korean Stat. Soc. 51, No. 3, 758-779 (2022). MSC: 62H22 62F35 68T05 PDFBibTeX XMLCite \textit{S. Park} and \textit{G. Park}, J. Korean Stat. Soc. 51, No. 3, 758--779 (2022; Zbl 1496.62102) Full Text: DOI
Montalbano, Pierre; de Givry, Simon; Katsirelos, George Multiple-choice knapsack constraint in graphical models. (English) Zbl 1504.90130 Schaus, Pierre (ed.), Integration of constraint programming, artificial intelligence, and operations research. 19th international conference, CPAIOR 2022, Los Angeles, CA, USA, June 20–23, 2022. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 13292, 282-299 (2022). MSC: 90C27 PDFBibTeX XMLCite \textit{P. Montalbano} et al., Lect. Notes Comput. Sci. 13292, 282--299 (2022; Zbl 1504.90130) Full Text: DOI
Oya, Sakae; Nakatsuma, Teruo A positive-definiteness-assured block Gibbs sampler for Bayesian graphical models with shrinkage priors. (English) Zbl 07574466 Jpn. J. Stat. Data Sci. 5, No. 1, 149-164 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{S. Oya} and \textit{T. Nakatsuma}, Jpn. J. Stat. Data Sci. 5, No. 1, 149--164 (2022; Zbl 07574466) Full Text: DOI arXiv
Yuan, Mingao; Yang, Fan; Shang, Zuofeng Hypothesis testing in sparse weighted stochastic block model. (English) Zbl 1493.62364 Stat. Pap. 63, No. 4, 1051-1073 (2022). MSC: 62H22 62G10 62H15 05C80 PDFBibTeX XMLCite \textit{M. Yuan} et al., Stat. Pap. 63, No. 4, 1051--1073 (2022; Zbl 1493.62364) Full Text: DOI
Adegoke, Nurudeen A.; Punnett, Andrew; Anderson, Marti J. Estimation of multivariate dependence structures via constrained maximum likelihood. (English) Zbl 07570502 J. Agric. Biol. Environ. Stat. 27, No. 2, 240-260 (2022). MSC: 62P12 PDFBibTeX XMLCite \textit{N. A. Adegoke} et al., J. Agric. Biol. Environ. Stat. 27, No. 2, 240--260 (2022; Zbl 07570502) Full Text: DOI
Yu, Shiqing; Drton, Mathias; Shojaie, Ali Generalized score matching for general domains. (English) Zbl 1493.62194 Inf. Inference 11, No. 2, 739-780 (2022). MSC: 62G07 PDFBibTeX XMLCite \textit{S. Yu} et al., Inf. Inference 11, No. 2, 739--780 (2022; Zbl 1493.62194) Full Text: DOI arXiv
Chen, Li-Pang; Yi, Grace Y. De-noising analysis of noisy data under mixed graphical models. (English) Zbl 07567702 Electron. J. Stat. 16, No. 2, 3861-3909 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{L.-P. Chen} and \textit{G. Y. Yi}, Electron. J. Stat. 16, No. 2, 3861--3909 (2022; Zbl 07567702) Full Text: DOI Link
Zheng, Chaowen; Huang, Jingfang; Wood, Ian A.; Wu, Yichao A modified expectation-maximization algorithm for latent Gaussian graphical model. (English. French summary) Zbl 1492.62109 Can. J. Stat. 50, No. 2, 612-637 (2022). MSC: 62H22 62H12 PDFBibTeX XMLCite \textit{C. Zheng} et al., Can. J. Stat. 50, No. 2, 612--637 (2022; Zbl 1492.62109) Full Text: DOI
Zhang, Jingnan; Wang, Junhui Identifiability and parameter estimation of the overlapped stochastic co-block model. (English) Zbl 1492.62031 Stat. Comput. 32, No. 4, Paper No. 57, 14 p. (2022). MSC: 62-08 62H22 PDFBibTeX XMLCite \textit{J. Zhang} and \textit{J. Wang}, Stat. Comput. 32, No. 4, Paper No. 57, 14 p. (2022; Zbl 1492.62031) Full Text: DOI
Zhao, Yize; Sun, Zhe; Kang, Jian Discussion to: “Bayesian graphical models for modern biological applications” by Y. Ni, V. Baladandayuthapani, M. Vannucci and F. C. Stingo. (English) Zbl 1515.62124 Stat. Methods Appl. 31, No. 2, 279-286 (2022). MSC: 62P10 62H22 PDFBibTeX XMLCite \textit{Y. Zhao} et al., Stat. Methods Appl. 31, No. 2, 279--286 (2022; Zbl 1515.62124) Full Text: DOI
Vitale, Maria Prosperina; Giordano, Giuseppe; Ragozini, Giancarlo Discussion to: “Bayesian graphical models for modern biological applications” by Y. Ni, V. Baladandayuthapani, M. Vannucci and F. C. Stingo. (English) Zbl 1515.62121 Stat. Methods Appl. 31, No. 2, 269-278 (2022). MSC: 62P10 62H22 PDFBibTeX XMLCite \textit{M. P. Vitale} et al., Stat. Methods Appl. 31, No. 2, 269--278 (2022; Zbl 1515.62121) Full Text: DOI
Khalfaoui, Rabeh; Solarin, Sakiru Adebola; Al-Qadasi, Adel; Ben Jabeur, Sami Dynamic causality interplay from COVID-19 pandemic to oil price, stock market, and economic policy uncertainty: evidence from oil-importing and oil-exporting countries. (English) Zbl 1494.91142 Ann. Oper. Res. 313, No. 1, 105-143 (2022). MSC: 91G15 91G45 42C40 PDFBibTeX XMLCite \textit{R. Khalfaoui} et al., Ann. Oper. Res. 313, No. 1, 105--143 (2022; Zbl 1494.91142) Full Text: DOI
Park, Jaewoo; Jeon, Yeseul; Shin, Minsuk; Jeon, Minjeong; Jin, Ick Hoon Bayesian shrinkage for functional network models, with applications to longitudinal item response data. (English) Zbl 07547617 J. Comput. Graph. Stat. 31, No. 2, 360-377 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{J. Park} et al., J. Comput. Graph. Stat. 31, No. 2, 360--377 (2022; Zbl 07547617) Full Text: DOI arXiv
Osborne, Nathan; Peterson, Christine B.; Vannucci, Marina Latent network estimation and variable selection for compositional data via variational EM. (English) Zbl 07546467 J. Comput. Graph. Stat. 31, No. 1, 163-175 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{N. Osborne} et al., J. Comput. Graph. Stat. 31, No. 1, 163--175 (2022; Zbl 07546467) Full Text: DOI arXiv
Avagyan, Vahe; Mei, Xiaoling Precision matrix estimation under data contamination with an application to minimum variance portfolio selection. (English) Zbl 1524.62252 Commun. Stat., Simulation Comput. 51, No. 4, 1381-1400 (2022). MSC: 62H12 62H22 62-08 62P05 PDFBibTeX XMLCite \textit{V. Avagyan} and \textit{X. Mei}, Commun. Stat., Simulation Comput. 51, No. 4, 1381--1400 (2022; Zbl 1524.62252) Full Text: DOI
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 PDFBibTeX XMLCite \textit{Y. Zhu}, Commun. Stat., Theory Methods 51, No. 4, 974--993 (2022; Zbl 07533589) Full Text: DOI
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 1486.62010 Stat. Comput. 32, No. 3, Paper No. 36, 19 p. (2022). MSC: 62-08 62H22 65C40 PDFBibTeX XMLCite \textit{W. van den Boom} et al., Stat. Comput. 32, No. 3, Paper No. 36, 19 p. (2022; Zbl 1486.62010) Full Text: DOI arXiv
Lee, Kevin H.; Chen, Qian; DeSarbo, Wayne S.; Xue, Lingzhou Estimating finite mixtures of ordinal graphical models. (English) Zbl 1486.62306 Psychometrika 87, No. 1, 83-106 (2022). MSC: 62P15 62H22 PDFBibTeX XMLCite \textit{K. H. Lee} et al., Psychometrika 87, No. 1, 83--106 (2022; Zbl 1486.62306) Full Text: DOI
Marsman, M.; Huth, K.; Waldorp, L. J.; Ntzoufras, I. Objective Bayesian edge screening and structure selection for Ising networks. (English) Zbl 1486.62307 Psychometrika 87, No. 1, 47-82 (2022). MSC: 62P15 62H22 PDFBibTeX XMLCite \textit{M. Marsman} et al., Psychometrika 87, No. 1, 47--82 (2022; Zbl 1486.62307) Full Text: DOI
Epskamp, Sacha; Isvoranu, Adela-Maria; Cheung, Mike W.-L. Meta-analytic Gaussian network aggregation. (English) Zbl 1486.62303 Psychometrika 87, No. 1, 12-46 (2022); erratum ibid. 87, No. 1, 372 (2022). MSC: 62P15 62H22 PDFBibTeX XMLCite \textit{S. Epskamp} et al., Psychometrika 87, No. 1, 12--46 (2022; Zbl 1486.62303) Full Text: DOI
Klüppelberg, Claudia; Sönmez, Ercan Max-linear models in random environment. (English) Zbl 1520.60062 J. Multivariate Anal. 190, Article ID 104999, 14 p. (2022). MSC: 60K35 60G70 62G32 62H22 PDFBibTeX XMLCite \textit{C. Klüppelberg} and \textit{E. Sönmez}, J. Multivariate Anal. 190, Article ID 104999, 14 p. (2022; Zbl 1520.60062) Full Text: DOI arXiv
Görgen, Christiane; Leonelli, Manuele; Marigliano, Orlando The curved exponential family of a staged tree. (English) Zbl 1493.62416 Electron. J. Stat. 16, No. 1, 2607-2620 (2022). MSC: 62H99 68T99 PDFBibTeX XMLCite \textit{C. Görgen} et al., Electron. J. Stat. 16, No. 1, 2607--2620 (2022; Zbl 1493.62416) Full Text: DOI arXiv Link
Choi, Young-Geun; Lee, Seunghwan; Yu, Donghyeon An efficient parallel block coordinate descent algorithm for large-scale precision matrix estimation using graphics processing units. (English) Zbl 1505.62104 Comput. Stat. 37, No. 1, 419-443 (2022). MSC: 62-08 62H12 62H22 PDFBibTeX XMLCite \textit{Y.-G. Choi} et al., Comput. Stat. 37, No. 1, 419--443 (2022; Zbl 1505.62104) Full Text: DOI arXiv
Li, Yuliang; Ni, Yang; Rubin, Leah H.; Spence, Amanda B.; Xu, Yanxun BAGEL: a Bayesian graphical model for inferring drug effect longitudinally on depression in people with HIV. (English) Zbl 1498.62238 Ann. Appl. Stat. 16, No. 1, 21-39 (2022). MSC: 62P10 62H22 62G05 62F15 PDFBibTeX XMLCite \textit{Y. Li} et al., Ann. Appl. Stat. 16, No. 1, 21--39 (2022; Zbl 1498.62238) Full Text: DOI arXiv
Sanna Passino, Francesco; Heard, Nicholas A. Latent structure blockmodels for Bayesian spectral graph clustering. (English) Zbl 1484.62011 Stat. Comput. 32, No. 2, Paper No. 22, 19 p. (2022). MSC: 62-08 62H22 62H30 PDFBibTeX XMLCite \textit{F. Sanna Passino} and \textit{N. A. Heard}, Stat. Comput. 32, No. 2, Paper No. 22, 19 p. (2022; Zbl 1484.62011) Full Text: DOI arXiv