Shi, Hongjian; Drton, Mathias; Han, Fang On Azadkia-Chatterjee’s conditional dependence coefficient. (English) Zbl 07824087 Bernoulli 30, No. 2, 851-877 (2024). MSC: 62-XX 60-XX PDFBibTeX XMLCite \textit{H. Shi} et al., Bernoulli 30, No. 2, 851--877 (2024; Zbl 07824087) Full Text: DOI arXiv Link
Ansari, Jonathan; Rüschendorf, Ludger Supermodular and directionally convex comparison results for general factor models. (English) Zbl 07823261 J. Multivariate Anal. 201, Article ID 105264, 20 p. (2024). MSC: 62Hxx 60E15 62H05 62P05 PDFBibTeX XMLCite \textit{J. Ansari} and \textit{L. Rüschendorf}, J. Multivariate Anal. 201, Article ID 105264, 20 p. (2024; Zbl 07823261) Full Text: DOI
Jaworski, Piotr; Jelito, Damian; Pitera, Marcin A note on the equivalence between the conditional uncorrelation and the independence of random variables. (English) Zbl 07823224 Electron. J. Stat. 18, No. 1, 653-673 (2024). MSC: 60E05 62E10 62H20 PDFBibTeX XMLCite \textit{P. Jaworski} et al., Electron. J. Stat. 18, No. 1, 653--673 (2024; Zbl 07823224) Full Text: DOI arXiv Link
Dreassi, Emanuela; Leisen, Fabrizio; Pratelli, Luca; Rigo, Pietro Generating knockoffs via conditional independence. (English) Zbl 07823209 Electron. J. Stat. 18, No. 1, 119-144 (2024). MSC: 62E10 62H05 60E05 62J02 PDFBibTeX XMLCite \textit{E. Dreassi} et al., Electron. J. Stat. 18, No. 1, 119--144 (2024; Zbl 07823209) Full Text: DOI arXiv Link
Tao, Jun; Li, Bing; Xue, Lingzhou An additive graphical model for discrete data. (English) Zbl 07820389 J. Am. Stat. Assoc. 119, No. 545, 368-381 (2024). MSC: 62-XX PDFBibTeX XMLCite \textit{J. Tao} et al., J. Am. Stat. Assoc. 119, No. 545, 368--381 (2024; Zbl 07820389) Full Text: DOI arXiv
Zhang, Yaowu; Zhou, Yeqing; Zhu, Liping A post-screening diagnostic study for ultrahigh dimensional data. (English) Zbl 07814003 J. Econom. 239, No. 2, Article ID 105354, 13 p. (2024). MSC: 62-XX 91-XX PDFBibTeX XMLCite \textit{Y. Zhang} et al., J. Econom. 239, No. 2, Article ID 105354, 13 p. (2024; Zbl 07814003) Full Text: DOI
Zhang, Lin; Joe, Harry; Nolde, Natalia Margin-closed vector autoregressive time series models. (English) Zbl 07804901 J. Time Ser. Anal. 45, No. 2, 269-297 (2024). MSC: 62Mxx PDFBibTeX XMLCite \textit{L. Zhang} et al., J. Time Ser. Anal. 45, No. 2, 269--297 (2024; Zbl 07804901) Full Text: DOI arXiv OA License
Chen, Shaofan; Peng, Yuzhong; He, Guoyuan; Zhang, Hao; Cai, Li; Wei, Chengdong CDSC: causal decomposition based on spectral clustering. (English) Zbl 07791120 Inf. Sci. 657, Article ID 119985, 18 p. (2024). MSC: 62-XX 68-XX PDFBibTeX XMLCite \textit{S. Chen} et al., Inf. Sci. 657, Article ID 119985, 18 p. (2024; Zbl 07791120) 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
Xu, Kai; Cheng, Qing Test of conditional independence in factor models via Hilbert-Schmidt independence criterion. (English) Zbl 07783450 J. Multivariate Anal. 199, Article ID 105241, 20 p. (2024). MSC: 62Hxx 62H12 62F12 PDFBibTeX XMLCite \textit{K. Xu} and \textit{Q. Cheng}, J. Multivariate Anal. 199, Article ID 105241, 20 p. (2024; Zbl 07783450) Full Text: DOI
Li, Cheuk Ting Undecidability of network coding, conditional information inequalities, and conditional independence implication. (English) Zbl 07821932 IEEE Trans. Inf. Theory 69, No. 6, 3493-3510 (2023). MSC: 94-XX PDFBibTeX XMLCite \textit{C. T. Li}, IEEE Trans. Inf. Theory 69, No. 6, 3493--3510 (2023; Zbl 07821932) Full Text: DOI arXiv
Seccia, Lisa Binomial edge ideals of weakly closed graphs. (English) Zbl 07805902 Int. Math. Res. Not. 2023, No. 24, 22045-22068 (2023). MSC: 05C25 13A70 13A15 13P25 13P10 PDFBibTeX XMLCite \textit{L. Seccia}, Int. Math. Res. Not. 2023, No. 24, 22045--22068 (2023; Zbl 07805902) 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
Ke, Chenlu Sufficient variable screening with high-dimensional controls. (English) Zbl 07784470 Electron. J. Stat. 17, No. 2, 2139-2179 (2023). MSC: 62B10 62B86 62G05 62G08 62H30 PDFBibTeX XMLCite \textit{C. Ke}, Electron. J. Stat. 17, No. 2, 2139--2179 (2023; Zbl 07784470) Full Text: DOI Link
Boege, Tobias Selfadhesivity in Gaussian conditional independence structures. (English) Zbl 07776694 Int. J. Approx. Reasoning 163, Article ID 109027, 11 p. (2023). MSC: 62B10 05B35 PDFBibTeX XMLCite \textit{T. Boege}, Int. J. Approx. Reasoning 163, Article ID 109027, 11 p. (2023; Zbl 07776694) Full Text: DOI arXiv
Ham, Dae Woong; Qiu, Jiaze Hypothesis testing in adaptively sampled data: ART to maximize power beyond iid sampling. (English) Zbl 1527.62031 Test 32, No. 3, 998-1037 (2023). MSC: 62G10 62G09 PDFBibTeX XMLCite \textit{D. W. Ham} and \textit{J. Qiu}, Test 32, No. 3, 998--1037 (2023; Zbl 1527.62031) Full Text: DOI arXiv
Alexandr, Yulia; Kileel, Joe; Sturmfels, Bernd Moment varieties for mixtures of products. (English) Zbl 07760747 Dickenstein, Alicia (ed.) et al., Proceedings of the 48th international symposium on symbolic and algebraic computation, ISSAC, Tromsø, Norway, July 24–27, 2023. New York, NY: Association for Computing Machinery (ACM). 53-60 (2023). MSC: 68W30 PDFBibTeX XMLCite \textit{Y. Alexandr} et al., in: Proceedings of the 48th international symposium on symbolic and algebraic computation, ISSAC, Tromsø, Norway, July 24--27, 2023. New York, NY: Association for Computing Machinery (ACM). 53--60 (2023; Zbl 07760747) Full Text: DOI arXiv
Li, Runze; Xu, Kai; Zhou, Yeqing; Zhu, Liping Testing the effects of high-dimensional covariates via aggregating cumulative covariances. (English) Zbl 07751837 J. Am. Stat. Assoc. 118, No. 543, 2184-2194 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{R. Li} et al., J. Am. Stat. Assoc. 118, No. 543, 2184--2194 (2023; Zbl 07751837) Full Text: DOI
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
Ghosh, Abhik; Ponzi, Erica; Sandanger, Torkjel; Thoresen, Magne Robust sure independence screening for nonpolynomial dimensional generalized linear models. (English) Zbl 07748384 Scand. J. Stat. 50, No. 3, 1232-1262 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{A. Ghosh} et al., Scand. J. Stat. 50, No. 3, 1232--1262 (2023; Zbl 07748384) Full Text: DOI arXiv OA License
Schwartz, William K.; Petrović, Sonja; Kaul, Hemanshu Longitudinal network models and permutation-uniform Markov chains. (English) Zbl 07748383 Scand. J. Stat. 50, No. 3, 1201-1231 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{W. K. Schwartz} et al., Scand. J. Stat. 50, No. 3, 1201--1231 (2023; Zbl 07748383) Full Text: DOI arXiv
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
Ke, Chenlu; Yang, Wei; Yuan, Qingcong; Li, Lu Partial sufficient variable screening with categorical controls. (English) Zbl 07737931 Comput. Stat. Data Anal. 187, Article ID 107784, 19 p. (2023). MSC: 62-08 PDFBibTeX XMLCite \textit{C. Ke} et al., Comput. Stat. Data Anal. 187, Article ID 107784, 19 p. (2023; Zbl 07737931) Full Text: DOI
Coletti, Giulianella; Petturiti, Davide; Vantaggi, Barbara Consequences of the minimum specificity principle on conditioning and on independence in possibility theory. (English) Zbl 07734020 Int. J. Approx. Reasoning 160, Article ID 108972, 33 p. (2023). MSC: 68T37 PDFBibTeX XMLCite \textit{G. Coletti} et al., Int. J. Approx. Reasoning 160, Article ID 108972, 33 p. (2023; Zbl 07734020) Full Text: DOI
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
Shaer, Shalev; Romano, Yaniv Learning to increase the power of conditional randomization tests. (English) Zbl 07730679 Mach. Learn. 112, No. 7, 2317-2357 (2023). MSC: 68T05 PDFBibTeX XMLCite \textit{S. Shaer} and \textit{Y. Romano}, Mach. Learn. 112, No. 7, 2317--2357 (2023; Zbl 07730679) Full Text: DOI arXiv
Erhardsson, Torkel Reciprocal properties of random fields on undirected graphs. (English) Zbl 1517.60053 J. Appl. Probab. 60, No. 3, 781-796 (2023). MSC: 60G60 60G10 62H22 PDFBibTeX XMLCite \textit{T. Erhardsson}, J. Appl. Probab. 60, No. 3, 781--796 (2023; Zbl 1517.60053) Full Text: DOI
Bouzebda, Salim General tests of conditional independence based on empirical processes indexed by functions. (English) Zbl 1522.60043 Jpn. J. Stat. Data Sci. 6, No. 1, 115-177 (2023). Reviewer: Ivan Podvigin (Novosibirsk) MSC: 60F17 62E20 62G20 62H10 60F15 PDFBibTeX XMLCite \textit{S. Bouzebda}, Jpn. J. Stat. Data Sci. 6, No. 1, 115--177 (2023; Zbl 1522.60043) Full Text: DOI
Noh, Sungho Nonparametric identification and estimation of heterogeneous causal effects under conditional independence. (English) Zbl 07716500 Econom. Rev. 42, No. 3, 307-341 (2023). MSC: 62P20 PDFBibTeX XMLCite \textit{S. Noh}, Econom. Rev. 42, No. 3, 307--341 (2023; Zbl 07716500) Full Text: DOI
Zhang, Zili; Charalambous, Christiana; Foster, Peter A Gaussian copula joint model for longitudinal and time-to-event data with random effects. (English) Zbl 07710140 Comput. Stat. Data Anal. 181, Article ID 107685, 21 p. (2023). MSC: 62-08 PDFBibTeX XMLCite \textit{Z. Zhang} et al., Comput. Stat. Data Anal. 181, Article ID 107685, 21 p. (2023; Zbl 07710140) Full Text: DOI arXiv
Kadhem, Sayed H.; Nikoloulopoulos, Aristidis K. Bi-factor and second-order copula models for item response data. (English) Zbl 1514.62301 Psychometrika 88, No. 1, 132-157 (2023). MSC: 62P15 62H05 62H25 PDFBibTeX XMLCite \textit{S. H. Kadhem} and \textit{A. K. Nikoloulopoulos}, Psychometrika 88, No. 1, 132--157 (2023; Zbl 1514.62301) Full Text: DOI arXiv
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 PDFBibTeX XMLCite \textit{T. S. Richardson} et al., Ann. Stat. 51, No. 1, 334--361 (2023; Zbl 07684015) 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
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 PDFBibTeX XMLCite \textit{R. D. Shah} and \textit{P. Bühlmann}, Stat. Sci. 38, No. 1, 68--91 (2023; Zbl 07654778) Full Text: DOI arXiv Link
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 PDFBibTeX XMLCite \textit{X. Guo} et al., Stat. Probab. Lett. 193, Article ID 109719, 8 p. (2023; Zbl 1499.60061) Full Text: DOI
Zhang, Jichen; Chen, Zengjing A transitivity property of Ocone martingales. (English) Zbl 1514.60051 Stat. Probab. Lett. 193, Article ID 109703, 7 p. (2023). Reviewer: Ferenc Weisz (Budapest) MSC: 60G44 60J65 PDFBibTeX XMLCite \textit{J. Zhang} and \textit{Z. Chen}, Stat. Probab. Lett. 193, Article ID 109703, 7 p. (2023; Zbl 1514.60051) Full Text: DOI
Bianchi, Pascal; Elgui, Kevin; Portier, François Conditional independence testing via weighted partial copulas. (English) Zbl 1520.62036 J. Multivariate Anal. 193, Article ID 105120, 18 p. (2023). MSC: 62G10 62G09 62H05 62G20 PDFBibTeX XMLCite \textit{P. Bianchi} et al., J. Multivariate Anal. 193, Article ID 105120, 18 p. (2023; Zbl 1520.62036) Full Text: DOI
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 PDFBibTeX XMLCite \textit{P. Berti} et al., J. Stat. Plann. Inference 223, 1--14 (2023; Zbl 1498.62037) Full Text: DOI arXiv
Li, Cheuk Ting The undecidability of conditional affine information inequalities and conditional independence implication with a binary constraint. (English) Zbl 07818295 IEEE Trans. Inf. Theory 68, No. 12, 7685-7701 (2022). MSC: 94-XX PDFBibTeX XMLCite \textit{C. T. Li}, IEEE Trans. Inf. Theory 68, No. 12, 7685--7701 (2022; Zbl 07818295) Full Text: DOI arXiv
Kidd, Brian; Katzfuss, Matthias [Li, Bo; Shand, Lyndsay; Banerjee, Sudipto; Peruzzi, Michele; Peluso, Stefano; Pérez Ruiz, Diego Andrés; Leonard, Tom; Heaton, Matthew J.; Azizi, Lamiae; Wade, Sara; Yu, Weichang; Guha, Suman; Sottosanti, Andrea; Risso, Davide; Castiglione, Cristian; Marques, Isa; Kneib, Thomas; Lindgren, Finn] Bayesian nonstationary and nonparametric covariance estimation for large spatial data (with discussion). (English) Zbl 07809850 Bayesian Anal. 17, No. 1, 291-351 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{B. Kidd} and \textit{M. Katzfuss}, Bayesian Anal. 17, No. 1, 291--351 (2022; Zbl 07809850) Full Text: DOI arXiv Link
Portakal, Irem; Sturmfels, Bernd Geometry of dependency equilibria. (English) Zbl 1518.14003 Rend. Ist. Mat. Univ. Trieste 54, Paper No. 5, 26 p. (2022). Reviewer: Sonia Pérez Díaz (Madrid) MSC: 14A10 14Q30 62R01 91A06 91A80 PDFBibTeX XMLCite \textit{I. Portakal} and \textit{B. Sturmfels}, Rend. Ist. Mat. Univ. Trieste 54, Paper No. 5, 26 p. (2022; Zbl 1518.14003) Full Text: DOI arXiv Link
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 PDFBibTeX XMLCite \textit{E. Solea} and \textit{B. Li}, J. Am. Stat. Assoc. 117, No. 538, 781--793 (2022; Zbl 1507.62257) Full Text: DOI
El Maazouz, Yassine The Gaussian entropy map in valued fields. (English) Zbl 07653036 Algebr. Stat. 13, No. 1, 1-18 (2022). MSC: 14T90 12J25 60E05 94A17 PDFBibTeX XMLCite \textit{Y. El Maazouz}, Algebr. Stat. 13, No. 1, 1--18 (2022; Zbl 07653036) Full Text: DOI arXiv
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 PDFBibTeX XMLCite \textit{I. Kim} et al., Ann. Stat. 50, No. 6, 3388--3414 (2022; Zbl 07641130) 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
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 PDFBibTeX XMLCite \textit{E. Katsevich} and \textit{A. Ramdas}, Electron. J. Stat. 16, No. 2, 6348--6394 (2022; Zbl 07633940) Full Text: DOI arXiv Link
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 PDFBibTeX XMLCite \textit{E. Solea} and \textit{H. Dette}, Electron. J. Stat. 16, No. 2, 6175--6231 (2022; Zbl 07633936) Full Text: DOI arXiv Link
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 PDFBibTeX XMLCite \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
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 PDFBibTeX XMLCite \textit{R. F. Barber} and \textit{L. Janson}, Ann. Stat. 50, No. 5, 2514--2544 (2022; Zbl 07628830) Full Text: DOI arXiv
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 PDFBibTeX XMLCite \textit{P. Liu} et al., Probab. Eng. Inf. Sci. 36, No. 1, 126--143 (2022; Zbl 07621870) Full Text: DOI
Richards, Jordan; Tawn, Jonathan A. On the tail behaviour of aggregated random variables. (English) Zbl 1521.62076 J. Multivariate Anal. 192, Article ID 105065, 16 p. (2022). MSC: 62G32 60G70 62E20 62H05 PDFBibTeX XMLCite \textit{J. Richards} and \textit{J. A. Tawn}, J. Multivariate Anal. 192, Article ID 105065, 16 p. (2022; Zbl 1521.62076) Full Text: DOI arXiv
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 PDFBibTeX XMLCite \textit{M. Hannula} et al., Ann. Pure Appl. Logic 173, No. 10, Article ID 103104, 21 p. (2022; Zbl 07587327) Full Text: DOI arXiv
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 PDFBibTeX XMLCite \textit{S. Li} et al., Biometrika 109, No. 3, 611--629 (2022; Zbl 07582642) Full Text: DOI arXiv
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 PDFBibTeX XMLCite \textit{M. F. Hellwig}, Theor. Econ. 17, No. 1, 461--506 (2022; Zbl 1489.91047) Full Text: DOI
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 PDFBibTeX XMLCite \textit{T. Boege}, Ann. Math. Artif. Intell. 90, No. 6, 645--673 (2022; Zbl 1493.62020) Full Text: DOI arXiv
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 PDFBibTeX XMLCite \textit{W. Tansey} et al., J. Comput. Graph. Stat. 31, No. 1, 151--162 (2022; Zbl 07546466) Full Text: DOI arXiv
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 PDFBibTeX XMLCite \textit{B. Antoine} and \textit{X. Sun}, Econom. J. 25, No. 1, 256--275 (2022; Zbl 07546428) Full Text: DOI
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 PDFBibTeX XMLCite \textit{M. Liu} et al., Biometrika 109, No. 2, 277--293 (2022; Zbl 07543324) Full Text: DOI arXiv
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 PDFBibTeX XMLCite \textit{K. Zhu} and \textit{D. Kurowicka}, Comput. Stat. Data Anal. 172, Article ID 107461, 24 p. (2022; Zbl 07533761) Full Text: DOI
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 PDFBibTeX XMLCite \textit{F. L. Wolf} et al., Quant. Finance 22, No. 4, 707--723 (2022; Zbl 1496.91092) Full Text: DOI arXiv
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 PDFBibTeX XMLCite \textit{R. Morrison} et al., J. Multivariate Anal. 190, Article ID 104983, 15 p. (2022; Zbl 1493.62316) Full Text: DOI arXiv
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 PDFBibTeX XMLCite \textit{D. Ma} et al., Physica A 595, Article ID 126970, 17 p. (2022; Zbl 07511820) Full Text: DOI
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 PDFBibTeX XMLCite \textit{P. Krupskii} and \textit{H. Joe}, Stat. Pap. 63, No. 2, 543--569 (2022; Zbl 07504804) Full Text: DOI
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 PDFBibTeX XMLCite \textit{C. Améndola} et al., Ann. Appl. Probab. 32, No. 1, 1--45 (2022; Zbl 07493815) Full Text: DOI arXiv
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 PDFBibTeX XMLCite \textit{J. Ning} et al., Comput. Stat. Data Anal. 168, Article ID 107402, 11 p. (2022; Zbl 07476374) Full Text: DOI
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 PDFBibTeX XMLCite \textit{J. Kuntz} et al., Stat. Comput. 32, No. 1, Paper No. 12, 22 p. (2022; Zbl 1477.62011) Full Text: DOI arXiv
Wheeler, Gregory; Cozman, Fabio G. On the imprecision of full conditional probabilities. (English) Zbl 07795303 Synthese 199, No. 1-2, 3761-3782 (2021). MSC: 60A05 PDFBibTeX XMLCite \textit{G. Wheeler} and \textit{F. G. Cozman}, Synthese 199, No. 1--2, 3761--3782 (2021; Zbl 07795303) Full Text: DOI
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 PDFBibTeX XMLCite \textit{C. Shi} et al., J. Mach. Learn. Res. 22, Paper No. 285, 32 p. (2021; Zbl 07626800) Full Text: arXiv Link
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 PDFBibTeX XMLCite \textit{M. Łazȩcka} and \textit{J. Mielniczuk}, Lect. Notes Comput. Sci. 12898, 81--92 (2021; Zbl 1495.62058) Full Text: DOI
Blanquero, Rafael; Carrizosa, Emilio; Ramírez-Cobo, Pepa; Sillero-Denamiel, M. Remedios Variable selection for naïve Bayes classification. (English) Zbl 1511.62134 Comput. Oper. Res. 135, Article ID 105456, 11 p. (2021). MSC: 62H30 62H20 68T05 PDFBibTeX XMLCite \textit{R. Blanquero} et al., Comput. Oper. Res. 135, Article ID 105456, 11 p. (2021; Zbl 1511.62134) Full Text: DOI
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 PDFBibTeX XMLCite \textit{D. S. Watson} and \textit{M. N. Wright}, Mach. Learn. 110, No. 8, 2107--2129 (2021; Zbl 07465666) Full Text: DOI arXiv
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 PDFBibTeX XMLCite \textit{M. Ali} and \textit{G. Kauermann}, Stat. Methods Appl. 30, No. 4, 1219--1236 (2021; Zbl 1477.62034) Full Text: DOI
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 PDFBibTeX XMLCite \textit{J. Ansari} and \textit{L. Rüschendorf}, Depend. Model. 9, 267--306 (2021; Zbl 1479.60040) Full Text: DOI
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 PDFBibTeX XMLCite \textit{D. Ferger}, Theory Probab. Math. Stat. 105, 35--50 (2021; Zbl 1489.60093) Full Text: DOI
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 PDFBibTeX XMLCite \textit{C. Kwon} and \textit{E. Mbakop}, Ann. Stat. 49, No. 4, 2178--2205 (2021; Zbl 1486.62085) Full Text: DOI arXiv Link
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 PDFBibTeX XMLCite \textit{M. Neykov} et al., Ann. Stat. 49, No. 4, 2151--2177 (2021; Zbl 1480.62077) Full Text: DOI arXiv Link
Mundici, Daniele Deciding Koopman’s qualitative probability. (English) Zbl 07418682 Artif. Intell. 299, Article ID 103524, 18 p. (2021). MSC: 03B48 60A05 68T27 68T30 PDFBibTeX XMLCite \textit{D. Mundici}, Artif. Intell. 299, Article ID 103524, 18 p. (2021; Zbl 07418682) Full Text: DOI
Javidian, Mohammad Ali; Valtorta, Marco A decomposition-based algorithm for learning the structure of multivariate regression chain graphs. (English) Zbl 1520.68149 Int. J. Approx. Reasoning 136, 66-85 (2021). MSC: 68T05 62H22 PDFBibTeX XMLCite \textit{M. A. Javidian} and \textit{M. Valtorta}, Int. J. Approx. Reasoning 136, 66--85 (2021; Zbl 1520.68149) Full Text: DOI
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 PDFBibTeX XMLCite \textit{T. Blom} et al., J. Mach. Learn. Res. 22, Paper No. 178, 62 p. (2021; Zbl 07415121) Full Text: arXiv Link
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 PDFBibTeX XMLCite \textit{M. Arató} et al., Acta Math. Hung. 165, No. 1, 218--273 (2021; Zbl 1499.60006) Full Text: DOI
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 PDFBibTeX XMLCite \textit{J. Zhou} and \textit{L. Zhu}, J. Nonparametric Stat. 33, No. 2, 359--386 (2021; Zbl 1472.62087) Full Text: DOI
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 PDFBibTeX XMLCite \textit{X. Zhu} et al., Scand. J. Stat. 48, No. 2, 549--576 (2021; Zbl 1469.62281) Full Text: DOI
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 PDFBibTeX XMLCite \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
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 PDFBibTeX XMLCite \textit{M. Kubkowski} et al., J. Mach. Learn. Res. 22, Paper No. 62, 57 p. (2021; Zbl 07370579) Full Text: Link
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 PDFBibTeX XMLCite \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
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 PDFBibTeX XMLCite \textit{B. Jones} and \textit{A. Artemiou}, Stat. Probab. Lett. 171, Article ID 109019, 5 p. (2021; Zbl 1461.62088) Full Text: DOI
Marrelec, Guillaume; Giron, Alain; Messio, Laura Exponential decay of pairwise correlation in Gaussian graphical models with an equicorrelational one-dimensional connection pattern. (English) Zbl 1461.62084 Stat. Probab. Lett. 171, Article ID 109016, 6 p. (2021). MSC: 62H22 62H20 PDFBibTeX XMLCite \textit{G. Marrelec} et al., Stat. Probab. Lett. 171, Article ID 109016, 6 p. (2021; Zbl 1461.62084) Full Text: DOI arXiv
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 PDFBibTeX XMLCite \textit{A. Kumar}, Eur. J. Comb. 93, Article ID 103274, 20 p. (2021; Zbl 1506.13010) Full Text: DOI arXiv
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 PDFBibTeX XMLCite \textit{Y. Dong}, J. Stat. Plann. Inference 211, 154--161 (2021; Zbl 1455.62032) Full Text: DOI
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 PDFBibTeX XMLCite \textit{P. J. Hammond} and \textit{Y. Sun}, Adv. Math. 376, Article ID 107487, 21 p. (2021; Zbl 1454.62064) Full Text: DOI
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 PDFBibTeX XMLCite \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
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 PDFBibTeX XMLCite \textit{T. Wang}, J. Comput. Graph. Stat. 29, No. 3, 444--454 (2020; Zbl 07499287) Full Text: DOI
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 PDFBibTeX XMLCite \textit{M. Nedeljkovic}, Econom. Rev. 39, No. 1, 1--26 (2020; Zbl 1490.62111) Full Text: DOI
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 PDFBibTeX XMLCite \textit{J. Segers}, Adv. Appl. Probab. 52, No. 3, 855--878 (2020; Zbl 1473.60086) Full Text: DOI arXiv
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 PDFBibTeX XMLCite \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
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 PDFBibTeX XMLCite \textit{N. Gauraha} and \textit{S. K. Parui}, Ann. Math. Artif. Intell. 88, No. 9, 951--972 (2020; Zbl 1472.62088) Full Text: DOI
Boege, Tobias; Kahle, Thomas Construction methods for gaussoids. (English) Zbl 1513.05058 Kybernetika 56, No. 6, 1045-1062 (2020). MSC: 05B99 05B35 60E05 PDFBibTeX XMLCite \textit{T. Boege} and \textit{T. Kahle}, Kybernetika 56, No. 6, 1045--1062 (2020; Zbl 1513.05058) Full Text: DOI arXiv
Chan, Terence H.; Chen, Qi; Yeung, Raymond W. Characterisation of conditional independence structures for polymatroids using vanishing sets. (English) Zbl 1513.62012 Kybernetika 56, No. 6, 1022-1044 (2020). Reviewer: Milan Studený (Praha) MSC: 62B10 62H22 68R10 68T37 PDFBibTeX XMLCite \textit{T. H. Chan} et al., Kybernetika 56, No. 6, 1022--1044 (2020; Zbl 1513.62012) Full Text: DOI
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 PDFBibTeX XMLCite \textit{M. Studený}, Kybernetika 56, No. 5, 850--874 (2020; Zbl 1474.62173) Full Text: DOI
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 PDFBibTeX XMLCite \textit{J. Gu} and \textit{Q. Zhou}, J. Mach. Learn. Res. 21, Paper No. 158, 31 p. (2020; Zbl 07307465) Full Text: arXiv Link