Richardson, Thomas S.; Evans, Robin J.; Robins, James M.; Shpitser, Ilya Nested Markov properties for acyclic directed mixed graphs. (English) Zbl 07684015 Ann. Stat. 51, No. 1, 334-361 (2023). MSC: 62H99 60E05 PDF BibTeX XML Cite \textit{T. S. Richardson} et al., Ann. Stat. 51, No. 1, 334--361 (2023; Zbl 07684015) Full Text: DOI arXiv OpenURL
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 PDF BibTeX XML Cite \textit{S. Klaassen} et al., Biometrika 110, No. 1, 51--68 (2023; Zbl 07658473) Full Text: DOI arXiv OpenURL
Shah, Rajen D.; Bühlmann, Peter Double-estimation-friendly inference for high-dimensional misspecified models. (English) Zbl 07654778 Stat. Sci. 38, No. 1, 68-91 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{R. D. Shah} and \textit{P. Bühlmann}, Stat. Sci. 38, No. 1, 68--91 (2023; Zbl 07654778) Full Text: DOI arXiv Link OpenURL
Guo, Xiaofan; Li, Shan; Li, Xinpeng Notes on Peng’s independence in sublinear expectation theory. (English) Zbl 1499.60061 Stat. Probab. Lett. 193, Article ID 109719, 8 p. (2023). MSC: 60F05 60F15 60A10 PDF BibTeX XML Cite \textit{X. Guo} et al., Stat. Probab. Lett. 193, Article ID 109719, 8 p. (2023; Zbl 1499.60061) Full Text: DOI OpenURL
Zhang, Jichen; Chen, Zengjing A transitivity property of Ocone martingales. (English) Zbl 07629085 Stat. Probab. Lett. 193, Article ID 109703, 7 p. (2023). Reviewer: Ferenc Weisz (Budapest) MSC: 60G44 60J65 PDF BibTeX XML Cite \textit{J. Zhang} and \textit{Z. Chen}, Stat. Probab. Lett. 193, Article ID 109703, 7 p. (2023; Zbl 07629085) Full Text: DOI OpenURL
Bianchi, Pascal; Elgui, Kevin; Portier, François Conditional independence testing via weighted partial copulas. (English) Zbl 07626994 J. Multivariate Anal. 193, Article ID 105120, 18 p. (2023). MSC: 62H12 62F12 PDF BibTeX XML Cite \textit{P. Bianchi} et al., J. Multivariate Anal. 193, Article ID 105120, 18 p. (2023; Zbl 07626994) Full Text: DOI OpenURL
Berti, Patrizia; Dreassi, Emanuela; Leisen, Fabrizio; Pratelli, Luca; Rigo, Pietro New perspectives on knockoffs construction. (English) Zbl 1498.62037 J. Stat. Plann. Inference 223, 1-14 (2023). MSC: 62E10 62H05 60E05 62J02 PDF BibTeX XML Cite \textit{P. Berti} et al., J. Stat. Plann. Inference 223, 1--14 (2023; Zbl 1498.62037) Full Text: DOI arXiv OpenURL
Portakal, Irem; Sturmfels, Bernd Geometry of dependency equilibria. (English) Zbl 07689788 Rend. Ist. Mat. Univ. Trieste 54, Paper No. 5, 26 p. (2022). MSC: 14A10 14Q30 62R01 91A06 91A80 PDF BibTeX XML Cite \textit{I. Portakal} and \textit{B. Sturmfels}, Rend. Ist. Mat. Univ. Trieste 54, Paper No. 5, 26 p. (2022; Zbl 07689788) Full Text: DOI arXiv Link OpenURL
Solea, Eftychia; Li, Bing Copula Gaussian graphical models for functional data. (English) Zbl 1507.62257 J. Am. Stat. Assoc. 117, No. 538, 781-793 (2022). MSC: 62H22 62R10 62P10 PDF BibTeX XML Cite \textit{E. Solea} and \textit{B. Li}, J. Am. Stat. Assoc. 117, No. 538, 781--793 (2022; Zbl 1507.62257) Full Text: DOI OpenURL
El Maazouz, Yassine The Gaussian entropy map in valued fields. (English) Zbl 07653036 Algebr. Stat. 13, No. 1, 1-18 (2022). MSC: 62Rxx 12J25 60E05 94A17 PDF BibTeX XML Cite \textit{Y. El Maazouz}, Algebr. Stat. 13, No. 1, 1--18 (2022; Zbl 07653036) Full Text: DOI arXiv OpenURL
Kim, Ilmun; Neykov, Matey; Balakrishnan, Sivaraman; Wasserman, Larry Local permutation tests for conditional independence. (English) Zbl 07641130 Ann. Stat. 50, No. 6, 3388-3414 (2022). MSC: 62G10 62C20 62H20 62G09 PDF BibTeX XML Cite \textit{I. Kim} et al., Ann. Stat. 50, No. 6, 3388--3414 (2022; Zbl 07641130) Full Text: DOI arXiv Link OpenURL
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 PDF BibTeX XML Cite \textit{D. Dey} et al., Biometrika 109, No. 4, 993--1014 (2022; Zbl 07638097) Full Text: DOI arXiv OpenURL
Katsevich, Eugene; Ramdas, Aaditya On the power of conditional independence testing under model-X. (English) Zbl 07633940 Electron. J. Stat. 16, No. 2, 6348-6394 (2022). MSC: 62G10 62G20 62J07 PDF BibTeX XML Cite \textit{E. Katsevich} and \textit{A. Ramdas}, Electron. J. Stat. 16, No. 2, 6348--6394 (2022; Zbl 07633940) Full Text: DOI arXiv Link OpenURL
Solea, Eftychia; Dette, Holger Nonparametric and high-dimensional functional graphical models. (English) Zbl 07633936 Electron. J. Stat. 16, No. 2, 6175-6231 (2022). MSC: 62H22 62H25 62J07 62R10 PDF BibTeX XML Cite \textit{E. Solea} and \textit{H. Dette}, Electron. J. Stat. 16, No. 2, 6175--6231 (2022; Zbl 07633936) Full Text: DOI arXiv Link OpenURL
Balabanov, O. S. Logic of causal inference from data under presence of latent confounders. (English. Ukrainian original) Zbl 07630498 Cybern. Syst. Anal. 58, No. 2, 171-185 (2022); translation from Kibern. Sist. Anal. 58, No. 2, 10-28 (2022). MSC: 68Txx 62Hxx 05Cxx PDF BibTeX XML Cite \textit{O. S. Balabanov}, Cybern. Syst. Anal. 58, No. 2, 171--185 (2022; Zbl 07630498); translation from Kibern. Sist. Anal. 58, No. 2, 10--28 (2022) Full Text: DOI OpenURL
Barber, Rina Foygel; Janson, Lucas Testing goodness-of-fit and conditional independence with approximate co-sufficient sampling. (English) Zbl 07628830 Ann. Stat. 50, No. 5, 2514-2544 (2022). MSC: 62B05 62F03 PDF BibTeX XML Cite \textit{R. F. Barber} and \textit{L. Janson}, Ann. Stat. 50, No. 5, 2514--2544 (2022; Zbl 07628830) Full Text: DOI arXiv OpenURL
Liu, Pengfei; Ma, Xuejun; Zhou, Wang High-order conditional distance covariance with conditional mutual independence. (English) Zbl 07621870 Probab. Eng. Inf. Sci. 36, No. 1, 126-143 (2022). MSC: 62-XX 68-XX PDF BibTeX XML Cite \textit{P. Liu} et al., Probab. Eng. Inf. Sci. 36, No. 1, 126--143 (2022; Zbl 07621870) Full Text: DOI OpenURL
Richards, Jordan; Tawn, Jonathan A. On the tail behaviour of aggregated random variables. (English) Zbl 07595172 J. Multivariate Anal. 192, Article ID 105065, 16 p. (2022). MSC: 62E20 60G70 PDF BibTeX XML Cite \textit{J. Richards} and \textit{J. A. Tawn}, J. Multivariate Anal. 192, Article ID 105065, 16 p. (2022; Zbl 07595172) Full Text: DOI arXiv OpenURL
Hannula, Miika; Hirvonen, Minna; Kontinen, Juha On elementary logics for quantitative dependencies. (English) Zbl 07587327 Ann. Pure Appl. Logic 173, No. 10, Article ID 103104, 21 p. (2022). MSC: 03B60 03B70 03D15 68Q17 PDF BibTeX XML Cite \textit{M. Hannula} et al., Ann. Pure Appl. Logic 173, No. 10, Article ID 103104, 21 p. (2022; Zbl 07587327) Full Text: DOI arXiv OpenURL
Li, S.; Sesia, M.; Romano, Y.; Candès, E.; Sabatti, C. Searching for robust associations with a multi-environment knockoff filter. (English) Zbl 07582642 Biometrika 109, No. 3, 611-629 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{S. Li} et al., Biometrika 109, No. 3, 611--629 (2022; Zbl 07582642) Full Text: DOI arXiv OpenURL
Hellwig, Martin F. Incomplete-information games in large populations with anonymity. (English) Zbl 1489.91047 Theor. Econ. 17, No. 1, 461-506 (2022). MSC: 91A27 PDF BibTeX XML Cite \textit{M. F. Hellwig}, Theor. Econ. 17, No. 1, 461--506 (2022; Zbl 1489.91047) Full Text: DOI OpenURL
Boege, Tobias Gaussoids are two-antecedental approximations of Gaussian conditional independence structures. (English) Zbl 1493.62020 Ann. Math. Artif. Intell. 90, No. 6, 645-673 (2022); correction ibid. 90, No. 6, 675-676 (2022). MSC: 62B10 62R01 14P10 PDF BibTeX XML Cite \textit{T. Boege}, Ann. Math. Artif. Intell. 90, No. 6, 645--673 (2022; Zbl 1493.62020) Full Text: DOI arXiv OpenURL
Tansey, Wesley; Veitch, Victor; Zhang, Haoran; Rabadan, Raul; Blei, David M. The holdout randomization test for feature selection in black box models. (English) Zbl 07546466 J. Comput. Graph. Stat. 31, No. 1, 151-162 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{W. Tansey} et al., J. Comput. Graph. Stat. 31, No. 1, 151--162 (2022; Zbl 07546466) Full Text: DOI arXiv OpenURL
Antoine, Bertille; Sun, Xiaolin Partially linear models with endogeneity: a conditional moment-based approach. (English) Zbl 07546428 Econom. J. 25, No. 1, 256-275 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{B. Antoine} and \textit{X. Sun}, Econom. J. 25, No. 1, 256--275 (2022; Zbl 07546428) Full Text: DOI Link OpenURL
Liu, Molei; Katsevich, Eugene; Janson, Lucas; Ramdas, Aaditya Fast and powerful conditional randomization testing via distillation. (English) Zbl 07543324 Biometrika 109, No. 2, 277-293 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{M. Liu} et al., Biometrika 109, No. 2, 277--293 (2022; Zbl 07543324) Full Text: DOI arXiv 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
Wolf, F. L.; Grzelak, L. A.; Deelstra, G. Cheapest-to-deliver collateral: a common factor approach. (English) Zbl 1496.91092 Quant. Finance 22, No. 4, 707-723 (2022). Reviewer: Gianluca Cassese (Milano) MSC: 91G20 PDF BibTeX XML Cite \textit{F. L. Wolf} et al., Quant. Finance 22, No. 4, 707--723 (2022; Zbl 1496.91092) Full Text: DOI arXiv OpenURL
Morrison, Rebecca; Baptista, Ricardo; Basor, Estelle Diagonal nonlinear transformations preserve structure in covariance and precision matrices. (English) Zbl 1493.62316 J. Multivariate Anal. 190, Article ID 104983, 15 p. (2022). MSC: 62H12 62H22 PDF BibTeX XML Cite \textit{R. Morrison} et al., J. Multivariate Anal. 190, Article ID 104983, 15 p. (2022; Zbl 1493.62316) Full Text: DOI arXiv OpenURL
Ma, Dewei; Ren, Weijie; Han, Min A two-stage causality method for time series prediction based on feature selection and momentary conditional independence. (English) Zbl 07511820 Physica A 595, Article ID 126970, 17 p. (2022). MSC: 82-XX PDF BibTeX XML Cite \textit{D. Ma} et al., Physica A 595, Article ID 126970, 17 p. (2022; Zbl 07511820) Full Text: DOI OpenURL
Krupskii, Pavel; Joe, Harry Approximate likelihood with proxy variables for parameter estimation in high-dimensional factor copula models. (English) Zbl 07504804 Stat. Pap. 63, No. 2, 543-569 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{P. Krupskii} and \textit{H. Joe}, Stat. Pap. 63, No. 2, 543--569 (2022; Zbl 07504804) Full Text: DOI OpenURL
Améndola, Carlos; Klüppelberg, Claudia; Lauritzen, Steffen; Tran, Ngoc M. Conditional independence in max-linear Bayesian networks. (English) Zbl 07493815 Ann. Appl. Probab. 32, No. 1, 1-45 (2022). MSC: 62H22 60G70 14T90 62R01 PDF BibTeX XML Cite \textit{C. Améndola} et al., Ann. Appl. Probab. 32, No. 1, 1--45 (2022; Zbl 07493815) Full Text: DOI arXiv OpenURL
Ning, Jing; Pak, Daewoo; Zhu, Hong; Qin, Jing Conditional independence test of failure and truncation times: essential tool for method selection. (English) Zbl 07476374 Comput. Stat. Data Anal. 168, Article ID 107402, 11 p. (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{J. Ning} et al., Comput. Stat. Data Anal. 168, Article ID 107402, 11 p. (2022; Zbl 07476374) Full Text: DOI OpenURL
Kuntz, Juan; Crucinio, Francesca R.; Johansen, Adam M. Product-form estimators: exploiting independence to scale up Monte Carlo. (English) Zbl 1477.62011 Stat. Comput. 32, No. 1, Paper No. 12, 22 p. (2022). MSC: 62-08 65C05 PDF BibTeX XML Cite \textit{J. Kuntz} et al., Stat. Comput. 32, No. 1, Paper No. 12, 22 p. (2022; Zbl 1477.62011) Full Text: DOI arXiv OpenURL
Shi, Chengchun; Xu, Tianlin; Bergsma, Wicher; Li, Lexin Double generative adversarial networks for conditional independence testing. (English) Zbl 07626800 J. Mach. Learn. Res. 22, Paper No. 285, 32 p. (2021). MSC: 68T05 PDF BibTeX XML Cite \textit{C. Shi} et al., J. Mach. Learn. Res. 22, Paper No. 285, 32 p. (2021; Zbl 07626800) Full Text: arXiv Link OpenURL
Łazȩcka, Małgorzata; Mielniczuk, Jan Multiple testing of conditional independence hypotheses using information-theoretic approach. (English) Zbl 1495.62058 Torra, Vicenç (ed.) et al., Modeling decisions for artificial intelligence. 18th international conference, MDAI 2021, Umeå, Sweden, September 27–30, 2021. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 12898, 81-92 (2021). MSC: 62J15 PDF BibTeX XML Cite \textit{M. Łazȩcka} and \textit{J. Mielniczuk}, Lect. Notes Comput. Sci. 12898, 81--92 (2021; Zbl 1495.62058) Full Text: DOI OpenURL
Blanquero, Rafael; Carrizosa, Emilio; Ramírez-Cobo, Pepa; Sillero-Denamiel, M. Remedios Variable selection for Naïve Bayes classification. (English) Zbl 07486250 Comput. Oper. Res. 135, Article ID 105456, 11 p. (2021). MSC: 90Bxx 62H30 62H20 PDF BibTeX XML Cite \textit{R. Blanquero} et al., Comput. Oper. Res. 135, Article ID 105456, 11 p. (2021; Zbl 07486250) Full Text: DOI OpenURL
Watson, David S.; Wright, Marvin N. Testing conditional independence in supervised learning algorithms. (English) Zbl 07465666 Mach. Learn. 110, No. 8, 2107-2129 (2021). MSC: 68T05 PDF BibTeX XML Cite \textit{D. S. Watson} and \textit{M. N. Wright}, Mach. Learn. 110, No. 8, 2107--2129 (2021; Zbl 07465666) Full Text: DOI arXiv OpenURL
Ali, Mehboob; Kauermann, Göran A split questionnaire survey design in the context of statistical matching. (English) Zbl 1477.62034 Stat. Methods Appl. 30, No. 4, 1219-1236 (2021). MSC: 62D05 PDF BibTeX XML Cite \textit{M. Ali} and \textit{G. Kauermann}, Stat. Methods Appl. 30, No. 4, 1219--1236 (2021; Zbl 1477.62034) Full Text: DOI OpenURL
Ansari, Jonathan; Rüschendorf, Ludger Sklar’s theorem, copula products, and ordering results in factor models. (English) Zbl 1479.60040 Depend. Model. 9, 267-306 (2021). MSC: 60E15 60E05 28A50 62H05 PDF BibTeX XML Cite \textit{J. Ansari} and \textit{L. Rüschendorf}, Depend. Model. 9, 267--306 (2021; Zbl 1479.60040) Full Text: DOI OpenURL
Ferger, D. On the locations of maxima and minima in a sequence of exchangeable random variables. (English) Zbl 1489.60093 Theory Probab. Math. Stat. 105, 35-50 (2021). Reviewer: Ravi Sreenivasan (Mysore) MSC: 60G70 62E15 PDF BibTeX XML Cite \textit{D. Ferger}, Theory Probab. Math. Stat. 105, 35--50 (2021; Zbl 1489.60093) Full Text: DOI OpenURL
Kwon, Caleb; Mbakop, Eric Estimation of the number of components of nonparametric multivariate finite mixture models. (English) Zbl 1486.62085 Ann. Stat. 49, No. 4, 2178-2205 (2021). MSC: 62G05 62H12 62H30 62P20 PDF BibTeX XML Cite \textit{C. Kwon} and \textit{E. Mbakop}, Ann. Stat. 49, No. 4, 2178--2205 (2021; Zbl 1486.62085) Full Text: DOI arXiv Link OpenURL
Neykov, Matey; Balakrishnan, Sivaraman; Wasserman, Larry Minimax optimal conditional independence testing. (English) Zbl 1480.62077 Ann. Stat. 49, No. 4, 2151-2177 (2021). MSC: 62G10 62C20 PDF BibTeX XML Cite \textit{M. Neykov} et al., Ann. Stat. 49, No. 4, 2151--2177 (2021; Zbl 1480.62077) Full Text: DOI arXiv Link OpenURL
Mundici, Daniele Deciding Koopman’s qualitative probability. (English) Zbl 07418682 Artif. Intell. 299, Article ID 103524, 18 p. (2021). MSC: 68Txx PDF BibTeX XML Cite \textit{D. Mundici}, Artif. Intell. 299, Article ID 103524, 18 p. (2021; Zbl 07418682) 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
Blom, Tineke; van Diepen, Mirthe M.; Mooij, Joris M. Conditional independences and causal relations implied by sets of equations. (English) Zbl 07415121 J. Mach. Learn. Res. 22, Paper No. 178, 62 p. (2021). MSC: 68T05 PDF BibTeX XML Cite \textit{T. Blom} et al., J. Mach. Learn. Res. 22, Paper No. 178, 62 p. (2021; Zbl 07415121) Full Text: arXiv Link 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 1499.60006 Acta Math. Hung. 165, No. 1, 218-273 (2021). MSC: 60A05 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 1499.60006) Full Text: DOI OpenURL
Zhou, Jingke; Zhu, Lixing Modified martingale difference correlations. (English) Zbl 1472.62087 J. Nonparametric Stat. 33, No. 2, 359-386 (2021). MSC: 62H20 62G08 60G42 62P20 62P25 PDF BibTeX XML Cite \textit{J. Zhou} and \textit{L. Zhu}, J. Nonparametric Stat. 33, No. 2, 359--386 (2021; Zbl 1472.62087) Full Text: DOI OpenURL
Azarnova, T. V.; Polukhin, P. V. Dynamic Bayesian networks as a testing tool for fuzzing web applications. (English. Russian original) Zbl 07384428 Comput. Math. Math. Phys. 61, No. 7, 1118-1128 (2021); translation from Zh. Vychisl. Mat. Mat. Fiz. 61, No. 7, 1125-1136 (2021). MSC: 68-XX 62-XX PDF BibTeX XML Cite \textit{T. V. Azarnova} and \textit{P. V. Polukhin}, Comput. Math. Math. Phys. 61, No. 7, 1118--1128 (2021; Zbl 07384428); translation from Zh. Vychisl. Mat. Mat. Fiz. 61, No. 7, 1125--1136 (2021) Full Text: DOI OpenURL
Zhu, Xuehu; Lu, Jun; Zhang, Jun; Zhu, Lixing Testing for conditional independence: a groupwise dimension reduction-based adaptive-to-model approach. (English) Zbl 1469.62281 Scand. J. Stat. 48, No. 2, 549-576 (2021). MSC: 62H15 62J07 PDF BibTeX XML Cite \textit{X. Zhu} et al., Scand. J. Stat. 48, No. 2, 549--576 (2021; Zbl 1469.62281) Full Text: DOI OpenURL
Petersen, Lasse; Hansen, Niels Richard Testing conditional independence via quantile regression based partial copulas. (English) Zbl 07370587 J. Mach. Learn. Res. 22, Paper No. 70, 47 p. (2021). MSC: 68T05 PDF BibTeX XML Cite \textit{L. Petersen} and \textit{N. R. Hansen}, J. Mach. Learn. Res. 22, Paper No. 70, 47 p. (2021; Zbl 07370587) Full Text: arXiv Link OpenURL
Kubkowski, Mariusz; Mielniczuk, Jan; Teisseyre, Paweł How to gain on power: novel conditional independence tests based on short expansion of conditional mutual information. (English) Zbl 07370579 J. Mach. Learn. Res. 22, Paper No. 62, 57 p. (2021). MSC: 68T05 PDF BibTeX XML Cite \textit{M. Kubkowski} et al., J. Mach. Learn. Res. 22, Paper No. 62, 57 p. (2021; Zbl 07370579) Full Text: Link OpenURL
Hue, Nguyen Thi Kim; Chiogna, Monica Structure learning of undirected graphical models for count data. (English) Zbl 07370567 J. Mach. Learn. Res. 22, Paper No. 50, 53 p. (2021). MSC: 68T05 PDF BibTeX XML Cite \textit{N. T. K. Hue} and \textit{M. Chiogna}, J. Mach. Learn. Res. 22, Paper No. 50, 53 p. (2021; Zbl 07370567) Full Text: Link OpenURL
Jones, Ben; Artemiou, Andreas Revisiting the predictive power of kernel principal components. (English) Zbl 1461.62088 Stat. Probab. Lett. 171, Article ID 109019, 5 p. (2021). MSC: 62H25 62G08 PDF BibTeX XML Cite \textit{B. Jones} and \textit{A. Artemiou}, Stat. Probab. Lett. 171, Article ID 109019, 5 p. (2021; Zbl 1461.62088) Full Text: DOI OpenURL
Marrelec, Guillaume; Giron, Alain; Messio, Laura Exponential decay of pairwise correlation in Gaussian graphical models with an equicorrelational one-dimensional connection pattern. (English) Zbl 1461.62084 Stat. Probab. Lett. 171, Article ID 109016, 6 p. (2021). MSC: 62H22 62H20 PDF BibTeX XML Cite \textit{G. Marrelec} et al., Stat. Probab. Lett. 171, Article ID 109016, 6 p. (2021; Zbl 1461.62084) Full Text: DOI arXiv OpenURL
Kumar, Arvind Lovász-Saks-Schrijver ideals and parity binomial edge ideals of graphs. (English) Zbl 1506.13010 Eur. J. Comb. 93, Article ID 103274, 20 p. (2021). MSC: 13A70 13F55 05E40 05C25 13P25 PDF BibTeX XML Cite \textit{A. Kumar}, Eur. J. Comb. 93, Article ID 103274, 20 p. (2021; Zbl 1506.13010) Full Text: DOI arXiv OpenURL
Dong, Yuexiao A brief review of linear sufficient dimension reduction through optimization. (English) Zbl 1455.62032 J. Stat. Plann. Inference 211, 154-161 (2021). MSC: 62B10 62A01 PDF BibTeX XML Cite \textit{Y. Dong}, J. Stat. Plann. Inference 211, 154--161 (2021; Zbl 1455.62032) Full Text: DOI OpenURL
Hammond, Peter J.; Sun, Yeneng The one-way Fubini property and conditional independence: an equivalence result. (English) Zbl 1454.62064 Adv. Math. 376, Article ID 107487, 21 p. (2021). MSC: 62E10 60A10 60B05 PDF BibTeX XML Cite \textit{P. J. Hammond} and \textit{Y. Sun}, Adv. Math. 376, Article ID 107487, 21 p. (2021; Zbl 1454.62064) Full Text: DOI OpenURL
Eliaš, Peter; Frič, Roman Conditional probability on full Łukasiewicz tribes. (English) Zbl 07555407 Soft Comput. 24, No. 9, 6521-6529 (2020). MSC: 60A86 PDF BibTeX XML Cite \textit{P. Eliaš} and \textit{R. Frič}, Soft Comput. 24, No. 9, 6521--6529 (2020; Zbl 07555407) Full Text: DOI OpenURL
Engelke, Sebastian; Hitz, Adrien S. Graphical models for extremes. (English) Zbl 07554779 J. R. Stat. Soc., Ser. B, Stat. Methodol. 82, No. 4, 871-932 (2020). MSC: 62-XX PDF BibTeX XML Cite \textit{S. Engelke} and \textit{A. S. Hitz}, J. R. Stat. Soc., Ser. B, Stat. Methodol. 82, No. 4, 871--932 (2020; Zbl 07554779) Full Text: DOI arXiv 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
Nedeljkovic, Milan A projection-based nonparametric test of conditional quantile independence. (English) Zbl 1490.62111 Econom. Rev. 39, No. 1, 1-26 (2020). MSC: 62G10 62M10 62G20 62P20 PDF BibTeX XML Cite \textit{M. Nedeljkovic}, Econom. Rev. 39, No. 1, 1--26 (2020; Zbl 1490.62111) Full Text: DOI 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
Ajmal, Hamda B.; Madden, Michael G. Inferring dynamic gene regulatory networks with low-order conditional independencies – an evaluation of the method. (English) Zbl 1461.92033 Stat. Appl. Genet. Mol. Biol. 19, No. 4-6, Article ID 20200051, 19 p. (2020). MSC: 92C42 92D10 PDF BibTeX XML Cite \textit{H. B. Ajmal} and \textit{M. G. Madden}, Stat. Appl. Genet. Mol. Biol. 19, No. 4--6, Article ID 20200051, 19 p. (2020; Zbl 1461.92033) Full Text: DOI OpenURL
Gauraha, Niharika; Parui, Swapan K. Mutual conditional independence and its applications to model selection in Markov networks. (English) Zbl 1472.62088 Ann. Math. Artif. Intell. 88, No. 9, 951-972 (2020). MSC: 62H22 62H17 62M02 PDF BibTeX XML Cite \textit{N. Gauraha} and \textit{S. K. Parui}, Ann. Math. Artif. Intell. 88, No. 9, 951--972 (2020; Zbl 1472.62088) Full Text: DOI OpenURL
Boege, Tobias; Kahle, Thomas Construction methods for gaussoids. (English) Zbl 07332777 Kybernetika 56, No. 6, 1045-1062 (2020). MSC: 05B99 05B35 60E05 PDF BibTeX XML Cite \textit{T. Boege} and \textit{T. Kahle}, Kybernetika 56, No. 6, 1045--1062 (2020; Zbl 07332777) Full Text: DOI arXiv OpenURL
Chan, Terence H.; Chen, Qi; Yeung, Raymond W. Characterisation of conditional independence structures for polymatroids using vanishing sets. (English) Zbl 07332776 Kybernetika 56, No. 6, 1022-1044 (2020). Reviewer: Milan Studený (Praha) MSC: 62B10 68R10 68T37 PDF BibTeX XML Cite \textit{T. H. Chan} et al., Kybernetika 56, No. 6, 1022--1044 (2020; Zbl 07332776) Full Text: DOI 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
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
Roy, Arkaprava; Dunson, David B. Nonparametric graphical model for counts. (English) Zbl 07306910 J. Mach. Learn. Res. 21, Paper No. 229, 21 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{A. Roy} and \textit{D. B. Dunson}, J. Mach. Learn. Res. 21, Paper No. 229, 21 p. (2020; Zbl 07306910) Full Text: arXiv Link OpenURL
Babos, Stephen; Artemiou, Andreas Sliced inverse median difference regression. (English) Zbl 1458.62139 Stat. Methods Appl. 29, No. 4, 937-954 (2020). MSC: 62G08 62H12 62G35 PDF BibTeX XML Cite \textit{S. Babos} and \textit{A. Artemiou}, Stat. Methods Appl. 29, No. 4, 937--954 (2020; Zbl 1458.62139) Full Text: DOI OpenURL
Frič, Roman; Eliaš, Peter; Papčo, Martin Divisible extension of probability. (English) Zbl 1505.60003 Math. Slovaca 70, No. 6, 1445-1456 (2020). MSC: 60A05 28A35 60A86 81P10 PDF BibTeX XML Cite \textit{R. Frič} et al., Math. Slovaca 70, No. 6, 1445--1456 (2020; Zbl 1505.60003) Full Text: DOI OpenURL
Guo, F. Richard; Richardson, Thomas S. On testing marginal versus conditional independence. (English) Zbl 1457.62191 Biometrika 107, No. 4, 771-790 (2020). MSC: 62H22 62H15 PDF BibTeX XML Cite \textit{F. R. Guo} and \textit{T. S. Richardson}, Biometrika 107, No. 4, 771--790 (2020; Zbl 1457.62191) Full Text: DOI arXiv OpenURL
Cho, Hunyong; Zitovsky, Joshua P.; Li, Xinyi; Lu, Minxin; Shah, Kushal; Sperger, John; Tsilimigras, Matthew C. B.; Kosorok, Michael R. Comment: Diagnostics and kernel-based extensions for linear mixed effects models with endogenous covariates. (English) Zbl 07292525 Stat. Sci. 35, No. 3, 396-399 (2020). MSC: 62-XX PDF BibTeX XML Cite \textit{H. Cho} et al., Stat. Sci. 35, No. 3, 396--399 (2020; Zbl 07292525) 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
Görgen, Christiane; Leonelli, Manuele Model-preserving sensitivity analysis for families of Gaussian distributions. (English) Zbl 1502.62072 J. Mach. Learn. Res. 21, Paper No. 84, 32 p. (2020). MSC: 62H22 PDF BibTeX XML Cite \textit{C. Görgen} and \textit{M. Leonelli}, J. Mach. Learn. Res. 21, Paper No. 84, 32 p. (2020; Zbl 1502.62072) Full Text: arXiv Link 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
Corradi, Valentina; Distaso, Walter; Fernandes, Marcelo Testing for jump spillovers without testing for jumps. (English) Zbl 1441.62262 J. Am. Stat. Assoc. 115, No. 531, 1214-1226 (2020). MSC: 62P05 62G10 91G70 PDF BibTeX XML Cite \textit{V. Corradi} et al., J. Am. Stat. Assoc. 115, No. 531, 1214--1226 (2020; Zbl 1441.62262) Full Text: DOI Link OpenURL
Krajewska, Elżbieta On (in)dependence measures in Riesz spaces. (English) Zbl 07244638 J. Math. Anal. Appl. 491, No. 1, Article ID 124266, 12 p. (2020). MSC: 47B60 47B65 46A40 46B42 60G48 PDF BibTeX XML Cite \textit{E. Krajewska}, J. Math. Anal. Appl. 491, No. 1, Article ID 124266, 12 p. (2020; Zbl 07244638) Full Text: DOI OpenURL
Ross, Sheldon M. Introduction to probability and statistics for engineers and scientists. 6th edition. (English) Zbl 1468.62004 Amsterdam: Elsevier/Academic Press (ISBN 978-0-12-824346-6/hbk; 978-0-12-817747-1/ebook). xvi, 687 p. (2020). Reviewer: Ludwig Paditz (Dresden) MSC: 62-01 60-01 00A06 62P30 62N05 62R07 62-08 60F05 PDF BibTeX XML Cite \textit{S. M. Ross}, Introduction to probability and statistics for engineers and scientists. 6th edition. Amsterdam: Elsevier/Academic Press (2020; Zbl 1468.62004) Full Text: DOI OpenURL
Shah, Rajen D.; Peters, Jonas The hardness of conditional independence testing and the generalised covariance measure. (English) Zbl 1451.62081 Ann. Stat. 48, No. 3, 1514-1538 (2020). Reviewer: Annibal Parracho Sant’Anna (Rio de Janeiro) MSC: 62J07 62G10 62G08 62H15 PDF BibTeX XML Cite \textit{R. D. Shah} and \textit{J. Peters}, Ann. Stat. 48, No. 3, 1514--1538 (2020; Zbl 1451.62081) Full Text: DOI arXiv Euclid OpenURL
Berrett, Thomas B.; Wang, Yi; Barber, Rina Foygel; Samworth, Richard J. The conditional permutation test for independence while controlling for confounders. (English) Zbl 1440.62223 J. R. Stat. Soc., Ser. B, Stat. Methodol. 82, No. 1, 175-197 (2020). MSC: 62H20 62A01 PDF BibTeX XML Cite \textit{T. B. Berrett} et al., J. R. Stat. Soc., Ser. B, Stat. Methodol. 82, No. 1, 175--197 (2020; Zbl 1440.62223) Full Text: DOI arXiv 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
Sanfilippo, Giuseppe; Gilio, Angelo; Over, David E.; Pfeifer, Niki Probabilities of conditionals and previsions of iterated conditionals. (English) Zbl 1446.03050 Int. J. Approx. Reasoning 121, 150-173 (2020). MSC: 03B48 60A05 PDF BibTeX XML Cite \textit{G. Sanfilippo} et al., Int. J. Approx. Reasoning 121, 150--173 (2020; Zbl 1446.03050) Full Text: DOI arXiv OpenURL
Fritz, Tobias A synthetic approach to Markov kernels, conditional independence and theorems on sufficient statistics. (English) Zbl 1505.60004 Adv. Math. 370, Article ID 107239, 104 p. (2020). MSC: 60A05 18C15 18M05 62A01 62B05 68Q55 PDF BibTeX XML Cite \textit{T. Fritz}, Adv. Math. 370, Article ID 107239, 104 p. (2020; Zbl 1505.60004) Full Text: DOI arXiv OpenURL
van Wieringen, Wessel N.; Stam, Koen A.; Peeters, Carel F. W.; van de Wiel, Mark A. Updating of the Gaussian graphical model through targeted penalized estimation. (English) Zbl 1440.62211 J. Multivariate Anal. 178, Article ID 104621, 13 p. (2020). MSC: 62H12 62H22 62J07 62M05 62P10 PDF BibTeX XML Cite \textit{W. N. van Wieringen} et al., J. Multivariate Anal. 178, Article ID 104621, 13 p. (2020; Zbl 1440.62211) Full Text: DOI OpenURL
Terza, Joseph V. Regression-based causal analysis from the potential outcomes perspective. (English) Zbl 1440.62388 J. Econom. Methods 9, No. 1, Article ID 20180030, 15 p. (2020). MSC: 62P20 62F10 62J05 PDF BibTeX XML Cite \textit{J. V. Terza}, J. Econom. Methods 9, No. 1, Article ID 20180030, 15 p. (2020; Zbl 1440.62388) Full Text: DOI Link 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
Jiroušek, Radim A short note on decomposition and composition of knowledge. (English) Zbl 1433.68429 Int. J. Approx. Reasoning 120, 24-32 (2020). MSC: 68T30 PDF BibTeX XML Cite \textit{R. Jiroušek}, Int. J. Approx. Reasoning 120, 24--32 (2020; Zbl 1433.68429) Full Text: DOI OpenURL
Clarke, Oliver; Mohammadi, Fatemeh; Rauh, Johannes Conditional independence ideals with hidden variables. (English) Zbl 1440.13055 Adv. Appl. Math. 117, Article ID 102029, 25 p. (2020). Reviewer: Jorge Neves (Coimbra) MSC: 13C40 13H10 13P10 05E40 13P25 14M10 PDF BibTeX XML Cite \textit{O. Clarke} et al., Adv. Appl. Math. 117, Article ID 102029, 25 p. (2020; Zbl 1440.13055) Full Text: DOI arXiv OpenURL
Jones, Ben; Artemiou, Andreas On principal components regression with Hilbertian predictors. (English) Zbl 1436.62225 Ann. Inst. Stat. Math. 72, No. 2, 627-644 (2020). MSC: 62H25 62G08 62H12 62J05 PDF BibTeX XML Cite \textit{B. Jones} and \textit{A. Artemiou}, Ann. Inst. Stat. Math. 72, No. 2, 627--644 (2020; Zbl 1436.62225) Full Text: DOI Link OpenURL
Xu, Xinyi; Zhang, Jingxiao Groupwise sufficient dimension reduction via conditional distance clustering. (English) Zbl 1435.62252 Metrika 83, No. 2, 217-242 (2020). Reviewer: Fahrettin Özbey (Bitlis) MSC: 62H30 62G08 PDF BibTeX XML Cite \textit{X. Xu} and \textit{J. Zhang}, Metrika 83, No. 2, 217--242 (2020; Zbl 1435.62252) Full Text: DOI OpenURL
Córdoba, Irene; Bielza, Concha; Larrañaga, Pedro A review of Gaussian Markov models for conditional independence. (English) Zbl 1437.62195 J. Stat. Plann. Inference 206, 127-144 (2020). MSC: 62H12 62F15 62-02 62H20 62J07 60G15 PDF BibTeX XML Cite \textit{I. Córdoba} et al., J. Stat. Plann. Inference 206, 127--144 (2020; Zbl 1437.62195) Full Text: DOI arXiv OpenURL
Zhou, Yeqing; Liu, Jingyuan; Zhu, Liping Test for conditional independence with application to conditional screening. (English) Zbl 1435.62160 J. Multivariate Anal. 175, Article ID 104557, 18 p. (2020). Reviewer: Wiesław Dziubdziela (Miedziana Góra) MSC: 62G10 62H15 PDF BibTeX XML Cite \textit{Y. Zhou} et al., J. Multivariate Anal. 175, Article ID 104557, 18 p. (2020; Zbl 1435.62160) Full Text: DOI OpenURL
Shen, Pao-sheng; Hsu, Huichen Conditional maximum likelihood estimation for semiparametric transformation models with doubly truncated data. (English) Zbl 1504.62042 Comput. Stat. Data Anal. 144, Article ID 106862, 15 p. (2020). MSC: 62G05 62F10 62N02 PDF BibTeX XML Cite \textit{P.-s. Shen} and \textit{H. Hsu}, Comput. Stat. Data Anal. 144, Article ID 106862, 15 p. (2020; Zbl 1504.62042) Full Text: DOI OpenURL
Frič, Roman Product of measurable spaces and applications. (English) Zbl 1478.28001 Tatra Mt. Math. Publ. 74, 47-56 (2019). MSC: 28A35 60A86 PDF BibTeX XML Cite \textit{R. Frič}, Tatra Mt. Math. Publ. 74, 47--56 (2019; Zbl 1478.28001) Full Text: DOI OpenURL
Scutari, Marco; Graafland, Catharina Elisabeth; Gutiérrez, José Manuel Who learns better Bayesian network structures: accuracy and speed of structure learning algorithms. (English) Zbl 1470.68171 Int. J. Approx. Reasoning 115, 235-253 (2019). MSC: 68T05 62H22 PDF BibTeX XML Cite \textit{M. Scutari} et al., Int. J. Approx. Reasoning 115, 235--253 (2019; Zbl 1470.68171) Full Text: DOI arXiv OpenURL
Qi, Xiaolong; Fan, Xiaocong; Gao, Yang; Liu, Yanfang Learning Bayesian network structures using weakest mutual-information-first strategy. (English) Zbl 1468.68165 Int. J. Approx. Reasoning 114, 84-98 (2019). MSC: 68T05 60J20 62H22 PDF BibTeX XML Cite \textit{X. Qi} et al., Int. J. Approx. Reasoning 114, 84--98 (2019; Zbl 1468.68165) Full Text: DOI OpenURL
Hannula, Miika; Hirvonen, Åsa; Kontinen, Juha; Kulikov, Vadim; Virtema, Jonni Facets of distribution identities in probabilistic team semantics. (English) Zbl 07169114 Calimeri, Francesco (ed.) et al., Logics in artificial intelligence. 16th European conference, JELIA 2019, Rende, Italy, May 7–11, 2019. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 11468, 304-320 (2019). MSC: 68T27 PDF BibTeX XML Cite \textit{M. Hannula} et al., Lect. Notes Comput. Sci. 11468, 304--320 (2019; Zbl 07169114) Full Text: DOI arXiv OpenURL
Soh, De Wen; Tatikonda, Sekhar Learning unfaithful \(K\)-separable Gaussian graphical models. (English) Zbl 1434.68455 J. Mach. Learn. Res. 20, Paper No. 109, 30 p. (2019). MSC: 68T05 62A09 PDF BibTeX XML Cite \textit{D. W. Soh} and \textit{S. Tatikonda}, J. Mach. Learn. Res. 20, Paper No. 109, 30 p. (2019; Zbl 1434.68455) Full Text: Link OpenURL
Li, Weidong; Zhang, Chuanrong Markov chain random fields in the perspective of spatial Bayesian networks and optimal neighborhoods for simulation of categorical fields. (English) Zbl 1428.62427 Comput. Geosci. 23, No. 5, 1087-1106 (2019). MSC: 62M40 60J20 62F15 90B15 PDF BibTeX XML Cite \textit{W. Li} and \textit{C. Zhang}, Comput. Geosci. 23, No. 5, 1087--1106 (2019; Zbl 1428.62427) Full Text: DOI arXiv OpenURL