Fu, Liya; Hu, Shuwen; Li, Jiaqi Robust penalized empirical likelihood in high dimensional longitudinal data analysis. (English) Zbl 07738714 J. Stat. Plann. Inference 228, 11-22 (2024). MSC: 62-XX PDF BibTeX XML Cite \textit{L. Fu} et al., J. Stat. Plann. Inference 228, 11--22 (2024; Zbl 07738714) Full Text: DOI arXiv
Du, Lilun; Wen, Mengtao False discovery rate approach to dynamic change detection. (English) Zbl 07740035 J. Multivariate Anal. 198, Article ID 105224, 19 p. (2023). MSC: 62Hxx 62H15 62L10 PDF BibTeX XML Cite \textit{L. Du} and \textit{M. Wen}, J. Multivariate Anal. 198, Article ID 105224, 19 p. (2023; Zbl 07740035) Full Text: DOI
Wang, Ke; Franks, Alexander; Oh, Sang-Yun Learning Gaussian graphical models with latent confounders. (English) Zbl 07740031 J. Multivariate Anal. 198, Article ID 105213, 18 p. (2023). MSC: 62Hxx 62H22 62H25 PDF BibTeX XML Cite \textit{K. Wang} et al., J. Multivariate Anal. 198, Article ID 105213, 18 p. (2023; Zbl 07740031) Full Text: DOI arXiv
Chen, Xia; Tan, Xiaoyan; Yan, Li Penalized empirical likelihood for high-dimensional generalized linear models with longitudinal data. (English) Zbl 07739817 J. Stat. Comput. Simulation 93, No. 10, 1515-1531 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{X. Chen} et al., J. Stat. Comput. Simulation 93, No. 10, 1515--1531 (2023; Zbl 07739817) Full Text: DOI
Ho, Lam Si Tung; Richardson, Nicholas; Tran, Giang Adaptive group Lasso neural network models for functions of few variables and time-dependent data. (English) Zbl 07739036 Sampl. Theory Signal Process. Data Anal. 21, No. 2, Paper No. 28, 25 p. (2023). MSC: 65P99 37M99 65D40 PDF BibTeX XML Cite \textit{L. S. T. Ho} et al., Sampl. Theory Signal Process. Data Anal. 21, No. 2, Paper No. 28, 25 p. (2023; Zbl 07739036) Full Text: DOI arXiv
Chen, Xiao; Chen, Yu; Hu, Xixu Network vector autoregressive moving average model. (English) Zbl 07738997 Stat. Interface 16, No. 4, 593-615 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{X. Chen} et al., Stat. Interface 16, No. 4, 593--615 (2023; Zbl 07738997) Full Text: DOI
Chen, Xingyu; Yang, Yuehan An iterative algorithm with adaptive weights and sparse Laplacian shrinkage for regression problems. (English) Zbl 07738985 Stat. Interface 16, No. 3, 433-443 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{X. Chen} and \textit{Y. Yang}, Stat. Interface 16, No. 3, 433--443 (2023; Zbl 07738985) Full Text: DOI
Liu, Wei; Luo, Lan; Zhou, Ling Online missing value imputation for high-dimensional mixed-type data via generalized factor models. (English) Zbl 07737952 Comput. Stat. Data Anal. 187, Article ID 107822, 15 p. (2023). MSC: 62-08 PDF BibTeX XML Cite \textit{W. Liu} et al., Comput. Stat. Data Anal. 187, Article ID 107822, 15 p. (2023; Zbl 07737952) Full Text: DOI
Tan, Xin; Zhan, Haoran; Qin, Xu Estimation of projection pursuit regression via alternating linearization. (English) Zbl 07737933 Comput. Stat. Data Anal. 187, Article ID 107793, 22 p. (2023). MSC: 62-08 PDF BibTeX XML Cite \textit{X. Tan} et al., Comput. Stat. Data Anal. 187, Article ID 107793, 22 p. (2023; Zbl 07737933) Full Text: DOI
Gallaugher, M. P. B.; Biernacki, C.; McNicholas, P. D. Parameter-wise co-clustering for high-dimensional data. (English) Zbl 07734172 Comput. Stat. 38, No. 3, 1597-1619 (2023). MSC: 62-08 PDF BibTeX XML Cite \textit{M. P. B. Gallaugher} et al., Comput. Stat. 38, No. 3, 1597--1619 (2023; Zbl 07734172) Full Text: DOI arXiv
Tavakoli, Shahin; Nisol, Gilles; Hallin, Marc Factor models for high-dimensional functional time series. II: Estimation and forecasting. (English) Zbl 07731496 J. Time Ser. Anal. 44, No. 5-6, 601-621 (2023). MSC: 62Mxx 62M10 62H25 60G10 62P05 PDF BibTeX XML Cite \textit{S. Tavakoli} et al., J. Time Ser. Anal. 44, No. 5--6, 601--621 (2023; Zbl 07731496) Full Text: DOI
Hallin, Marc; Nisol, Gilles; Tavakoli, Shahin Factor models for high-dimensional functional time series. I: Representation results. (English) Zbl 07731495 J. Time Ser. Anal. 44, No. 5-6, 578-600 (2023). MSC: 62Mxx 62M10 62H25 60G10 62P05 PDF BibTeX XML Cite \textit{M. Hallin} et al., J. Time Ser. Anal. 44, No. 5--6, 578--600 (2023; Zbl 07731495) Full Text: DOI arXiv
Basu, Tathagata; Troffaes, Matthias C. M.; Einbeck, Jochen A robust Bayesian analysis of variable selection under prior ignorance. (English) Zbl 07730330 Sankhyā, Ser. A 85, No. 1, 1014-1057 (2023). MSC: 62J05 62F15 PDF BibTeX XML Cite \textit{T. Basu} et al., Sankhyā, Ser. A 85, No. 1, 1014--1057 (2023; Zbl 07730330) Full Text: DOI arXiv
Vicente, Gonzalo; Adin, Aritz; Goicoa, Tomás; Ugarte, María Dolores High-dimensional order-free multivariate spatial disease mapping. (English) Zbl 1517.62047 Stat. Comput. 33, No. 5, Paper No. 104, 24 p. (2023). MSC: 62-08 62F15 62H11 62P10 PDF BibTeX XML Cite \textit{G. Vicente} et al., Stat. Comput. 33, No. 5, Paper No. 104, 24 p. (2023; Zbl 1517.62047) Full Text: DOI arXiv
Dang-Phuong-lan Nguyen; Hertrich, Johannes; Aujol, Jean-Francois; Berthoumieu, Yannick Image super-resolution with PCA reduced generalized Gaussian mixture models in materials science. (English) Zbl 07725197 Inverse Probl. Imaging 17, No. 6, 1165-1192 (2023). MSC: 62H12 62H25 62H35 65K05 PDF BibTeX XML Cite \textit{Dang-Phuong-lan Nguyen} et al., Inverse Probl. Imaging 17, No. 6, 1165--1192 (2023; Zbl 07725197) Full Text: DOI
Modak, Soumita A new measure for assessment of clustering based on kernel density estimation. (English) Zbl 07720136 Commun. Stat., Theory Methods 52, No. 17, 5942-5951 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{S. Modak}, Commun. Stat., Theory Methods 52, No. 17, 5942--5951 (2023; Zbl 07720136) Full Text: DOI arXiv
Ding, Yujia; Peng, Qidi; Song, Zhengming; Chen, Hansen Variable selection and regularization via arbitrary rectangle-range generalized elastic net. (English) Zbl 1517.62014 Stat. Comput. 33, No. 3, Paper No. 72, 21 p. (2023). MSC: 62-08 62J07 62F12 62P05 PDF BibTeX XML Cite \textit{Y. Ding} et al., Stat. Comput. 33, No. 3, Paper No. 72, 21 p. (2023; Zbl 1517.62014) Full Text: DOI arXiv
Liang, Xin On the optimality of the Oja’s algorithm for online PCA. (English) Zbl 1516.62018 Stat. Comput. 33, No. 3, Paper No. 62, 11 p. (2023). MSC: 62-08 62H25 68W27 65F15 PDF BibTeX XML Cite \textit{X. Liang}, Stat. Comput. 33, No. 3, Paper No. 62, 11 p. (2023; Zbl 1516.62018) Full Text: DOI arXiv
Thonghnunui, Nittaya; Chongcharoen, Samruam; Jiamwattanapong, Knavoot Two-sample multivariate tests for high-dimensional data when one covariance matrix is unknown. (English) Zbl 07713647 Commun. Stat., Simulation Comput. 52, No. 3, 669-684 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{N. Thonghnunui} et al., Commun. Stat., Simulation Comput. 52, No. 3, 669--684 (2023; Zbl 07713647) Full Text: DOI
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 PDF BibTeX XML Cite \textit{Z. Wu} et al., Ann. Inst. Stat. Math. 75, No. 4, 619--648 (2023; Zbl 07712155) Full Text: DOI arXiv
Hwang, Yoontae; Lee, Yongjae; Fabozzi, Frank J. Identifying household finance heterogeneity via deep clustering. (English) Zbl 07712071 Ann. Oper. Res. 325, No. 2, 1255-1289 (2023). MSC: 91G99 62H30 68T07 PDF BibTeX XML Cite \textit{Y. Hwang} et al., Ann. Oper. Res. 325, No. 2, 1255--1289 (2023; Zbl 07712071) Full Text: DOI
Agboola, Oluwagbenga David; Yu, Han Neighborhood-based cross fitting approach to treatment effects with high-dimensional data. (English) Zbl 07711801 Comput. Stat. Data Anal. 186, Article ID 107780, 35 p. (2023). MSC: 62-08 PDF BibTeX XML Cite \textit{O. D. Agboola} and \textit{H. Yu}, Comput. Stat. Data Anal. 186, Article ID 107780, 35 p. (2023; Zbl 07711801) Full Text: DOI
Zhao, Kaige; Zou, Tingting; Zheng, Shurong; Chen, Jing Hypothesis testing on compound symmetric structure of high-dimensional covariance matrix. (English) Zbl 07711798 Comput. Stat. Data Anal. 185, Article ID 107779, 20 p. (2023). MSC: 62-08 PDF BibTeX XML Cite \textit{K. Zhao} et al., Comput. Stat. Data Anal. 185, Article ID 107779, 20 p. (2023; Zbl 07711798) Full Text: DOI
Han, Yuecai; Yin, Zhe A note on asymptotics of classical likelihood ratio tests for high-dimensional normal distributions. (English) Zbl 07711760 Stat. Probab. Lett. 199, Article ID 109859, 6 p. (2023). MSC: 62H15 62H10 PDF BibTeX XML Cite \textit{Y. Han} and \textit{Z. Yin}, Stat. Probab. Lett. 199, Article ID 109859, 6 p. (2023; Zbl 07711760) Full Text: DOI
Anzarmou, Youssef; Mkhadri, Abdallah; Oualkacha, Karim Sparse overlapped linear discriminant analysis. (English) Zbl 1516.62061 Test 32, No. 1, 388-417 (2023). MSC: 62H30 62J07 PDF BibTeX XML Cite \textit{Y. Anzarmou} et al., Test 32, No. 1, 388--417 (2023; Zbl 1516.62061) Full Text: DOI
Bulut, Hasan A robust hotelling test statistic for one sample case in high dimensional data. (English) Zbl 07710555 Commun. Stat., Theory Methods 52, No. 13, 4590-4604 (2023). MSC: 62-XX 94-XX PDF BibTeX XML Cite \textit{H. Bulut}, Commun. Stat., Theory Methods 52, No. 13, 4590--4604 (2023; Zbl 07710555) Full Text: DOI
Goedhart, Jeroen M.; Klausch, Thomas; van de Wiel, Mark A. Estimation of predictive performance in high-dimensional data settings using learning curves. (English) Zbl 07708611 Comput. Stat. Data Anal. 180, Article ID 107622, 13 p. (2023). MSC: 62-08 PDF BibTeX XML Cite \textit{J. M. Goedhart} et al., Comput. Stat. Data Anal. 180, Article ID 107622, 13 p. (2023; Zbl 07708611) Full Text: DOI arXiv
Bhatnagar, Sahir R.; Lu, Tianyuan; Lovato, Amanda; Olds, David L.; Kobor, Michael S.; Meaney, Michael J.; O’Donnell, Kieran; Yang, Archer Y.; Greenwood, Celia M. T. A sparse additive model for high-dimensional interactions with an exposure variable. (English) Zbl 07708440 Comput. Stat. Data Anal. 179, Article ID 107624, 15 p. (2023). MSC: 62-08 PDF BibTeX XML Cite \textit{S. R. Bhatnagar} et al., Comput. Stat. Data Anal. 179, Article ID 107624, 15 p. (2023; Zbl 07708440) Full Text: DOI
Joodaki, N. Z.; Dowlatshahi, M. B.; Joodaki, M. Ant colony optimization with fuzzy-based ensemble of heuristics for ensemble feature selection. (English) Zbl 07707999 J. Mahani Math. Res. Cent. 12, No. 2, 29-56 (2023). MSC: 94D05 90C27 68T05 PDF BibTeX XML Cite \textit{N. Z. Joodaki} et al., J. Mahani Math. Res. Cent. 12, No. 2, 29--56 (2023; Zbl 07707999) Full Text: DOI
Tian, Ye; Feng, Yang RaSE: a variable screening framework via random subspace ensembles. (English) Zbl 1514.68272 J. Am. Stat. Assoc. 118, No. 541, 457-468 (2023). MSC: 68T09 62R07 68T05 68T20 PDF BibTeX XML Cite \textit{Y. Tian} and \textit{Y. Feng}, J. Am. Stat. Assoc. 118, No. 541, 457--468 (2023; Zbl 1514.68272) Full Text: DOI arXiv
Wu, Yunan; Wang, Lan; Fu, Haoda Model-assisted uniformly honest inference for optimal treatment regimes in high dimension. (English) Zbl 1514.62281 J. Am. Stat. Assoc. 118, No. 541, 305-314 (2023). MSC: 62P10 62R07 PDF BibTeX XML Cite \textit{Y. Wu} et al., J. Am. Stat. Assoc. 118, No. 541, 305--314 (2023; Zbl 1514.62281) Full Text: DOI arXiv
Adamek, Robert; Smeekes, Stephan; Wilms, Ines Lasso inference for high-dimensional time series. (English) Zbl 07704486 J. Econom. 235, No. 2, 1114-1143 (2023). MSC: 62-XX 91-XX PDF BibTeX XML Cite \textit{R. Adamek} et al., J. Econom. 235, No. 2, 1114--1143 (2023; Zbl 07704486) Full Text: DOI arXiv
Qayed, Abdullah; Han, Dong Homogeneity test of several high-dimensional covariance matrices for stationary processes under non-normality. (English) Zbl 07702536 Commun. Stat., Theory Methods 52, No. 8, 2783-2798 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{A. Qayed} and \textit{D. Han}, Commun. Stat., Theory Methods 52, No. 8, 2783--2798 (2023; Zbl 07702536) Full Text: DOI arXiv
Hadjiantoni, Stella; Loizou, George Numerical strategies for recursive least squares solutions to the matrix equation \(AX = B\). (English) Zbl 07701395 Int. J. Comput. Math. 100, No. 3, 497-510 (2023). MSC: 62L12 15B10 15A23 68U10 15A24 PDF BibTeX XML Cite \textit{S. Hadjiantoni} and \textit{G. Loizou}, Int. J. Comput. Math. 100, No. 3, 497--510 (2023; Zbl 07701395) Full Text: DOI
Li, Weiming; Xiong, Xiaoge A test for the identity of a high-dimensional correlation matrix based on the \(\ell_4\)-norm. (English) Zbl 07698962 J. Stat. Plann. Inference 225, 132-145 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{W. Li} and \textit{X. Xiong}, J. Stat. Plann. Inference 225, 132--145 (2023; Zbl 07698962) Full Text: DOI
Dong, Wandi; Yu, Gaohang; Qi, Liqun; Cai, Xiaohao Practical sketching algorithms for low-rank Tucker approximation of large tensors. (English) Zbl 07698858 J. Sci. Comput. 95, No. 2, Paper No. 52, 26 p. (2023). MSC: 68W20 15A18 15A69 PDF BibTeX XML Cite \textit{W. Dong} et al., J. Sci. Comput. 95, No. 2, Paper No. 52, 26 p. (2023; Zbl 07698858) Full Text: DOI arXiv
Chen, Sixia; Xu, Chao Handling high-dimensional data with missing values by modern machine learning techniques. (English) Zbl 07697903 J. Appl. Stat. 50, No. 3, 786-804 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{S. Chen} and \textit{C. Xu}, J. Appl. Stat. 50, No. 3, 786--804 (2023; Zbl 07697903) Full Text: DOI
Weber, Matthias; Striaukas, Jonas; Schumacher, Martin; Binder, Harald Regularized regression when covariates are linked on a network: the 3CoSE algorithm. (English) Zbl 07697890 J. Appl. Stat. 50, No. 3, 535-554 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{M. Weber} et al., J. Appl. Stat. 50, No. 3, 535--554 (2023; Zbl 07697890) Full Text: DOI
Zhang, Liang; Zhu, Tianming; Zhang, Jin-Ting Two-sample behrens-Fisher problems for high-dimensional data: a normal reference scale-invariant test. (English) Zbl 07697886 J. Appl. Stat. 50, No. 3, 456-476 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{L. Zhang} et al., J. Appl. Stat. 50, No. 3, 456--476 (2023; Zbl 07697886) Full Text: DOI
Jiang, Liang; Phillips, Peter C. B.; Tao, Yubo; Zhang, Yichong Regression-adjusted estimation of quantile treatment effects under covariate-adaptive randomizations. (English) Zbl 07693693 J. Econom. 234, No. 2, 758-776 (2023). MSC: 62-XX 91-XX PDF BibTeX XML Cite \textit{L. Jiang} et al., J. Econom. 234, No. 2, 758--776 (2023; Zbl 07693693) Full Text: DOI arXiv
Kueck, Jannis; Luo, Ye; Spindler, Martin; Wang, Zigan Estimation and inference of treatment effects with \(L_2\)-boosting in high-dimensional settings. (English) Zbl 07693691 J. Econom. 234, No. 2, 714-731 (2023). MSC: 62-XX 91-XX PDF BibTeX XML Cite \textit{J. Kueck} et al., J. Econom. 234, No. 2, 714--731 (2023; Zbl 07693691) Full Text: DOI arXiv
Teng, Yuankai; Wang, Zhu; Ju, Lili; Gruber, Anthony; Zhang, Guannan Level set learning with pseudoreversible neural networks for nonlinear dimension reduction in function approximation. (English) Zbl 1515.65047 SIAM J. Sci. Comput. 45, No. 3, A1148-A1171 (2023). MSC: 65D15 65D40 68U07 PDF BibTeX XML Cite \textit{Y. Teng} et al., SIAM J. Sci. Comput. 45, No. 3, A1148--A1171 (2023; Zbl 1515.65047) Full Text: DOI arXiv
Li, Jun Finite sample t-tests for high-dimensional means. (English) Zbl 07692919 J. Multivariate Anal. 196, Article ID 105183, 15 p. (2023). MSC: 62H15 62G10 PDF BibTeX XML Cite \textit{J. Li}, J. Multivariate Anal. 196, Article ID 105183, 15 p. (2023; Zbl 07692919) Full Text: DOI arXiv
McNeely, Trey; Vincent, Galen; Wood, Kimberly M.; Izbicki, Rafael; Lee, Ann B. Detecting distributional differences in labeled sequence data with application to tropical cyclone satellite imagery. (English) Zbl 07692382 Ann. Appl. Stat. 17, No. 2, 1260-1284 (2023). MSC: 62Pxx PDF BibTeX XML Cite \textit{T. McNeely} et al., Ann. Appl. Stat. 17, No. 2, 1260--1284 (2023; Zbl 07692382) Full Text: DOI arXiv
Xu, Zhixing; Bradley, Jonathan R.; Sinha, Debajyoti Latent multivariate log-gamma models for high-dimensional multitype responses with application to daily fine particulate matter and mortality counts. (English) Zbl 07692378 Ann. Appl. Stat. 17, No. 2, 1175-1198 (2023). MSC: 62Pxx PDF BibTeX XML Cite \textit{Z. Xu} et al., Ann. Appl. Stat. 17, No. 2, 1175--1198 (2023; Zbl 07692378) Full Text: DOI arXiv
Jung, Alexander Wolfgang; Gerstung, Moritz Bayesian Cox regression for large-scale inference with applications to electronic health records. (English) Zbl 07692373 Ann. Appl. Stat. 17, No. 2, 1064-1085 (2023). MSC: 62Pxx PDF BibTeX XML Cite \textit{A. W. Jung} and \textit{M. Gerstung}, Ann. Appl. Stat. 17, No. 2, 1064--1085 (2023; Zbl 07692373) Full Text: DOI arXiv
Dai, Guorong; Müller, Ursula U.; Carroll, Raymond J. Data integration in high dimension with multiple quantiles. (English) Zbl 07688206 Stat. Sin. 33, No. 1, 169-191 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{G. Dai} et al., Stat. Sin. 33, No. 1, 169--191 (2023; Zbl 07688206) Full Text: DOI arXiv
Auddy, Arnab; Yuan, Ming Perturbation bounds for (nearly) orthogonally decomposable tensors with statistical applications. (English) Zbl 07688061 Inf. Inference 12, No. 2, 1044-1072 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{A. Auddy} and \textit{M. Yuan}, Inf. Inference 12, No. 2, 1044--1072 (2023; Zbl 07688061) Full Text: DOI arXiv
Zhao, Ping Robust high-dimensional alpha test for conditional time-varying factor models. (English) Zbl 07687634 Statistics 57, No. 2, 444-457 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{P. Zhao}, Statistics 57, No. 2, 444--457 (2023; Zbl 07687634) Full Text: DOI
Fang, Hongyan; Yao, Chunyu; Yang, Wenzhi; Wang, Xuejun; Xu, Huang A \(p\)-value based dimensionality reduction test for high dimensional means. (English) Zbl 07687627 Statistics 57, No. 2, 282-299 (2023). MSC: 62H15 PDF BibTeX XML Cite \textit{H. Fang} et al., Statistics 57, No. 2, 282--299 (2023; Zbl 07687627) Full Text: DOI
Liang, Xin; Guo, Zhen-Chen; Wang, Li; Li, Ren-Cang; Lin, Wen-Wei Nearly optimal stochastic approximation for online principal subspace estimation. (English) Zbl 1515.65027 Sci. China, Math. 66, No. 5, 1087-1122 (2023). MSC: 65C30 62H12 62H25 PDF BibTeX XML Cite \textit{X. Liang} et al., Sci. China, Math. 66, No. 5, 1087--1122 (2023; Zbl 1515.65027) Full Text: DOI arXiv
Belloni, Alexandre; Chen, Mingli; Padilla, Oscar Hernan Madrid; Wang, Zixuan (Kevin) High-dimensional latent panel quantile regression with an application to asset pricing. (English) Zbl 07684006 Ann. Stat. 51, No. 1, 96-121 (2023). MSC: 62A99 PDF BibTeX XML Cite \textit{A. Belloni} et al., Ann. Stat. 51, No. 1, 96--121 (2023; Zbl 07684006) Full Text: DOI arXiv
Hyodo, Masashi; Nishiyama, Takahiro; Pavlenko, Tatjana A Behrens-Fisher problem for general factor models in high dimensions. (English) Zbl 07664761 J. Multivariate Anal. 195, Article ID 105162, 11 p. (2023). MSC: 62H15 62F03 62F05 PDF BibTeX XML Cite \textit{M. Hyodo} et al., J. Multivariate Anal. 195, Article ID 105162, 11 p. (2023; Zbl 07664761) Full Text: DOI
Giesen, Joachim; Kahlmeyer, Paul; Laue, Sören; Mitterreiter, Matthias; Nussbaum, Frank; Staudt, Christoph Mixed membership Gaussians. (English) Zbl 07664746 J. Multivariate Anal. 195, Article ID 105141, 22 p. (2023). MSC: 62H12 62F12 PDF BibTeX XML Cite \textit{J. Giesen} et al., J. Multivariate Anal. 195, Article ID 105141, 22 p. (2023; Zbl 07664746) Full Text: DOI
Cai, Hanqing; Wang, Tengyao Estimation of high-dimensional change-points under a group sparsity structure. (English) Zbl 07662464 Electron. J. Stat. 17, No. 1, 858-894 (2023). MSC: 62H12 62M10 PDF BibTeX XML Cite \textit{H. Cai} and \textit{T. Wang}, Electron. J. Stat. 17, No. 1, 858--894 (2023; Zbl 07662464) Full Text: DOI arXiv Link
Sun, Yucheng; Xu, Wen; Zhang, Chuanhai Identifying latent factors based on high-frequency data. (English) Zbl 07659420 J. Econom. 233, No. 1, 251-270 (2023). MSC: 62-XX 91-XX PDF BibTeX XML Cite \textit{Y. Sun} et al., J. Econom. 233, No. 1, 251--270 (2023; Zbl 07659420) Full Text: DOI
Mukhopadhyay, Sabyasachi; Kar, Wreetabrata; Mukherjee, Gourab Estimating promotion effects in email marketing using a large-scale cross-classified Bayesian joint model for nested imbalanced data. (English) Zbl 07656985 Ann. Appl. Stat. 17, No. 1, 476-497 (2023). MSC: 62Pxx PDF BibTeX XML Cite \textit{S. Mukhopadhyay} et al., Ann. Appl. Stat. 17, No. 1, 476--497 (2023; Zbl 07656985) Full Text: DOI
Zeng, Xiaoshu; Ghanem, Roger Projection pursuit adaptation on polynomial chaos expansions. (English) Zbl 07653047 Comput. Methods Appl. Mech. Eng. 405, Article ID 115845, 27 p. (2023). MSC: 65-XX 62-XX PDF BibTeX XML Cite \textit{X. Zeng} and \textit{R. Ghanem}, Comput. Methods Appl. Mech. Eng. 405, Article ID 115845, 27 p. (2023; Zbl 07653047) Full Text: DOI arXiv
Chattopadhyay, Ashesh; Nabizadeh, Ebrahim; Bach, Eviatar; Hassanzadeh, Pedram Deep learning-enhanced ensemble-based data assimilation for high-dimensional nonlinear dynamical systems. (English) Zbl 07652811 J. Comput. Phys. 477, Article ID 111918, 15 p. (2023). MSC: 86Axx 93Exx 60-XX PDF BibTeX XML Cite \textit{A. Chattopadhyay} et al., J. Comput. Phys. 477, Article ID 111918, 15 p. (2023; Zbl 07652811) Full Text: DOI arXiv
Chen, Xianbin; Yin, Juliang Asymptotic properties of GEE estimator for clustered ordinal data with high-dimensional covariates. (English) Zbl 07649702 Commun. Stat., Theory Methods 52, No. 4, 1300-1317 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{X. Chen} and \textit{J. Yin}, Commun. Stat., Theory Methods 52, No. 4, 1300--1317 (2023; Zbl 07649702) Full Text: DOI
Manzhos, Sergei; Ihara, Manabu Optimization of hyperparameters of Gaussian process regression with the help of a low-order high-dimensional model representation: application to a potential energy surface. (English) Zbl 07643848 J. Math. Chem. 61, No. 1, 7-20 (2023). MSC: 62G08 62J02 62J05 81V55 PDF BibTeX XML Cite \textit{S. Manzhos} and \textit{M. Ihara}, J. Math. Chem. 61, No. 1, 7--20 (2023; Zbl 07643848) Full Text: DOI
Yamada, Takayuki; Himeno, Tetsuto High-dimensional asymptotic expansion of the null distribution for \(L 2\) norm based MANOVA testing statistic under general distribution. (English) Zbl 1502.62066 J. Stat. Plann. Inference 224, 9-26 (2023). MSC: 62H15 62E20 62H10 62J10 PDF BibTeX XML Cite \textit{T. Yamada} and \textit{T. Himeno}, J. Stat. Plann. Inference 224, 9--26 (2023; Zbl 1502.62066) Full Text: DOI
Bai, Yansong; Zhang, Yong; Liu, Congmin Moderate deviation principle for likelihood ratio test in multivariate linear regression model. (English) Zbl 07636968 J. Multivariate Anal. 194, Article ID 105139, 15 p. (2023). MSC: 62H15 60F10 PDF BibTeX XML Cite \textit{Y. Bai} et al., J. Multivariate Anal. 194, Article ID 105139, 15 p. (2023; Zbl 07636968) Full Text: DOI
Fang, Jianglin A split-and-conquer variable selection approach for high-dimensional general semiparametric models with massive data. (English) Zbl 07636965 J. Multivariate Anal. 194, Article ID 105128, 16 p. (2023). MSC: 62H15 62G10 PDF BibTeX XML Cite \textit{J. Fang}, J. Multivariate Anal. 194, Article ID 105128, 16 p. (2023; Zbl 07636965) Full Text: DOI
Bierkens, Joris; Grazzi, Sebastiano; Meulen, Frank van der; Schauer, Moritz Sticky PDMP samplers for sparse and local inference problems. (English) Zbl 1499.62011 Stat. Comput. 33, No. 1, Paper No. 8, 31 p. (2023). MSC: 62-08 62F15 60J25 PDF BibTeX XML Cite \textit{J. Bierkens} et al., Stat. Comput. 33, No. 1, Paper No. 8, 31 p. (2023; Zbl 1499.62011) Full Text: DOI arXiv
Jiang, Feiyu; Wang, Runmin; Shao, Xiaofeng Robust inference for change points in high dimension. (English) Zbl 07626990 J. Multivariate Anal. 193, Article ID 105114, 23 p. (2023). MSC: 62H15 62G10 PDF BibTeX XML Cite \textit{F. Jiang} et al., J. Multivariate Anal. 193, Article ID 105114, 23 p. (2023; Zbl 07626990) Full Text: DOI arXiv
Yang, Yuehan; Xia, Siwei; Yang, Hu Multivariate sparse Laplacian shrinkage for joint estimation of two graphical structures. (English) Zbl 07626681 Comput. Stat. Data Anal. 178, Article ID 107620, 14 p. (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{Y. Yang} et al., Comput. Stat. Data Anal. 178, Article ID 107620, 14 p. (2023; Zbl 07626681) Full Text: DOI
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 PDF BibTeX XML Cite \textit{Y. Yang} and \textit{S. Xia}, J. Stat. Plann. Inference 222, 261--272 (2023; Zbl 07594052) Full Text: DOI
Li, Quefeng; Li, Lexin Integrative factor regression and its inference for multimodal data analysis. (English) Zbl 1515.62061 J. Am. Stat. Assoc. 117, No. 540, 2207-2221 (2022). MSC: 62H25 62P10 92C55 PDF BibTeX XML Cite \textit{Q. Li} and \textit{L. Li}, J. Am. Stat. Assoc. 117, No. 540, 2207--2221 (2022; Zbl 1515.62061) Full Text: DOI arXiv
Cortez-Elizalde, Didier; Bolivar-Cime, Addy Behavior of some hypothesis tests for the covariance matrix of high dimensional data. (English) Zbl 07705858 Rev. Colomb. Estad. 45, No. 2, 373-390 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{D. Cortez-Elizalde} and \textit{A. Bolivar-Cime}, Rev. Colomb. Estad. 45, No. 2, 373--390 (2022; Zbl 07705858) Full Text: DOI
Kalina, Jan; Tichavský, Jan The minimum weighted covariance determinant estimator for high-dimensional data. (English) Zbl 07703094 Adv. Data Anal. Classif., ADAC 16, No. 4, 977-999 (2022). MSC: 62H12 62F35 PDF BibTeX XML Cite \textit{J. Kalina} and \textit{J. Tichavský}, Adv. Data Anal. Classif., ADAC 16, No. 4, 977--999 (2022; Zbl 07703094) Full Text: DOI
Zhu, Ziwei; Wang, Tengyao; Samworth, Richard J. High-dimensional principal component analysis with heterogeneous missingness. (English) Zbl 07686605 J. R. Stat. Soc., Ser. B, Stat. Methodol. 84, No. 5, 2000-2031 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{Z. Zhu} et al., J. R. Stat. Soc., Ser. B, Stat. Methodol. 84, No. 5, 2000--2031 (2022; Zbl 07686605) Full Text: DOI arXiv
Motoyama, Yuichi; Yoshimi, Kazuyoshi; Mochizuki, Izumi; Iwamoto, Harumichi; Ichinose, Hayato; Hoshi, Takeo Data-analysis software framework 2DMAT and its application to experimental measurements for two-dimensional material structures. (English) Zbl 07682142 Comput. Phys. Commun. 280, Article ID 108465, 11 p. (2022). MSC: 68-XX 78-XX PDF BibTeX XML Cite \textit{Y. Motoyama} et al., Comput. Phys. Commun. 280, Article ID 108465, 11 p. (2022; Zbl 07682142) Full Text: DOI arXiv
Faigenbaum-Golovin, Shira; Levin, David Approximation of functions on manifolds in high dimension from noisy scattered data. (English) Zbl 07681191 Jaen J. Approx. 13, 43-73 (2022). MSC: 41A63 41-XX 65D99 PDF BibTeX XML Cite \textit{S. Faigenbaum-Golovin} and \textit{D. Levin}, Jaen J. Approx. 13, 43--73 (2022; Zbl 07681191) Full Text: arXiv Link
Qin, Xiwen; Zhang, Shuang; Yin, Dongmei; Chen, Dongxue; Dong, Xiaogang Two-stage feature selection for classification of gene expression data based on an improved salp swarm algorithm. (English) Zbl 1511.92026 Math. Biosci. Eng. 19, No. 12, 13747-13781 (2022). MSC: 92C40 62P10 90C59 PDF BibTeX XML Cite \textit{X. Qin} et al., Math. Biosci. Eng. 19, No. 12, 13747--13781 (2022; Zbl 1511.92026) Full Text: DOI
Wang, Di; Zheng, Yao; Lian, Heng; Li, Guodong High-dimensional vector autoregressive time series modeling via tensor decomposition. (English) Zbl 1506.62373 J. Am. Stat. Assoc. 117, No. 539, 1338-1356 (2022). MSC: 62M10 68T09 62H99 PDF BibTeX XML Cite \textit{D. Wang} et al., J. Am. Stat. Assoc. 117, No. 539, 1338--1356 (2022; Zbl 1506.62373) Full Text: DOI arXiv
Dette, Holger; Pan, Guangming; Yang, Qing Estimating a change point in a sequence of very high-dimensional covariance matrices. (English) Zbl 1506.62364 J. Am. Stat. Assoc. 117, No. 537, 444-454 (2022). MSC: 62M10 62H12 62R07 PDF BibTeX XML Cite \textit{H. Dette} et al., J. Am. Stat. Assoc. 117, No. 537, 444--454 (2022; Zbl 1506.62364) Full Text: DOI arXiv
Du, Lilun; Hu, Inchi An empirical Bayes method for chi-squared data. (English) Zbl 1506.62263 J. Am. Stat. Assoc. 117, No. 537, 334-347 (2022). MSC: 62F15 PDF BibTeX XML Cite \textit{L. Du} and \textit{I. Hu}, J. Am. Stat. Assoc. 117, No. 537, 334--347 (2022; Zbl 1506.62263) Full Text: DOI arXiv
Yuan, Panxu; Feng, Sanying; Li, Gaorong Revisiting feature selection for linear models with FDR and power guarantees. (English) Zbl 07643158 J. Korean Stat. Soc. 51, No. 4, 1132-1160 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{P. Yuan} et al., J. Korean Stat. Soc. 51, No. 4, 1132--1160 (2022; Zbl 07643158) Full Text: DOI
Wang, Yu; Sun, Zeyu; Song, Dogyoon; Hero, Alfred Kronecker-structured covariance models for multiway data. (English) Zbl 1502.62063 Stat. Surv. 16, 238-270 (2022). MSC: 62H12 60H15 60H20 62J07 62J10 62P12 PDF BibTeX XML Cite \textit{Y. Wang} et al., Stat. Surv. 16, 238--270 (2022; Zbl 1502.62063) Full Text: DOI arXiv Link
Wang, Rui; Xu, Wangli An approximate randomization test for the high-dimensional two-sample behrens-Fisher problem under arbitrary covariances. (English) Zbl 07638104 Biometrika 109, No. 4, 1117-1132 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{R. Wang} and \textit{W. Xu}, Biometrika 109, No. 4, 1117--1132 (2022; Zbl 07638104) Full Text: DOI arXiv
Fasano, Augusto; Durante, Daniele; Zanella, Giacomo Scalable and accurate variational Bayes for high-dimensional binary regression models. (English) Zbl 07638092 Biometrika 109, No. 4, 901-919 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{A. Fasano} et al., Biometrika 109, No. 4, 901--919 (2022; Zbl 07638092) Full Text: DOI arXiv
Hörmann, Siegfried; Jammoul, Fatima Preprocessing noisy functional data: a multivariate perspective. (English) Zbl 07633937 Electron. J. Stat. 16, No. 2, 6232-6266 (2022). MSC: 62H25 62R10 62M10 PDF BibTeX XML Cite \textit{S. Hörmann} and \textit{F. Jammoul}, Electron. J. Stat. 16, No. 2, 6232--6266 (2022; Zbl 07633937) Full Text: DOI arXiv Link
Liu, Linxi; Meng, Yang; Wu, Xiaoru; Ying, Zhiliang; Zheng, Tian Log-rank-type tests for equality of distributions in high-dimensional spaces. (English) Zbl 07633328 J. Comput. Graph. Stat. 31, No. 4, 1384-1396 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{L. Liu} et al., J. Comput. Graph. Stat. 31, No. 4, 1384--1396 (2022; Zbl 07633328) Full Text: DOI
Lock, Eric F. Bayesian distance weighted discrimination. (English) Zbl 07633312 J. Comput. Graph. Stat. 31, No. 4, 1177-1188 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{E. F. Lock}, J. Comput. Graph. Stat. 31, No. 4, 1177--1188 (2022; Zbl 07633312) Full Text: DOI arXiv
Fukuyama, Julia Local biplots for multidimensional scaling, with application to the microbiome. (English) Zbl 07633207 J. Comput. Graph. Stat. 31, No. 3, 779-789 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{J. Fukuyama}, J. Comput. Graph. Stat. 31, No. 3, 779--789 (2022; Zbl 07633207) Full Text: DOI arXiv
Bar-Hen, Avner; Audigier, Vincent An ensemble learning method for variable selection: application to high-dimensional data and missing values. (English) Zbl 07632298 J. Stat. Comput. Simulation 92, No. 16, 3488-3510 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{A. Bar-Hen} and \textit{V. Audigier}, J. Stat. Comput. Simulation 92, No. 16, 3488--3510 (2022; Zbl 07632298) Full Text: DOI arXiv
Andreella, Angela; Finos, Livio Procrustes analysis for high-dimensional data. (English) Zbl 1499.62427 Psychometrika 87, No. 4, 1422-1438 (2022). MSC: 62P15 62H10 62H12 62F15 PDF BibTeX XML Cite \textit{A. Andreella} and \textit{L. Finos}, Psychometrika 87, No. 4, 1422--1438 (2022; Zbl 1499.62427) Full Text: DOI arXiv
Wang, Jinjuan; Zhao, Yunpeng; Tang, Larry L.; Mueller, Claudius; Li, Qizhai A resample-replace Lasso procedure for combining high-dimensional markers with limit of detection. (English) Zbl 07630094 J. Appl. Stat. 49, No. 16, 4278-4293 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{J. Wang} et al., J. Appl. Stat. 49, No. 16, 4278--4293 (2022; Zbl 07630094) Full Text: DOI
Fang, Zhiwen; Li, Wendong; Liu, Xin; Pu, Xiaolong; Xiang, Dongdong Online monitoring of high-dimensional binary data streams with application to extreme weather surveillance. (English) Zbl 07630087 J. Appl. Stat. 49, No. 16, 4122-4136 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{Z. Fang} et al., J. Appl. Stat. 49, No. 16, 4122--4136 (2022; Zbl 07630087) Full Text: DOI
Gao, Fengnan; Wang, Tengyao Two-sample testing of high-dimensional linear regression coefficients via complementary sketching. (English) Zbl 07628847 Ann. Stat. 50, No. 5, 2950-2972 (2022). MSC: 62H15 62J05 PDF BibTeX XML Cite \textit{F. Gao} and \textit{T. Wang}, Ann. Stat. 50, No. 5, 2950--2972 (2022; Zbl 07628847) Full Text: DOI arXiv
He, Xuming; Pan, Xiaoou; Tan, Kean Ming; Zhou, Wen-Xin Scalable estimation and inference for censored quantile regression process. (English) Zbl 07628845 Ann. Stat. 50, No. 5, 2899-2924 (2022). MSC: 62F40 62J05 62J07 PDF BibTeX XML Cite \textit{X. He} et al., Ann. Stat. 50, No. 5, 2899--2924 (2022; Zbl 07628845) Full Text: DOI arXiv
Horváth, Lajos; Liu, Zhenya; Rice, Gregory; Zhao, Yuqian Detecting common breaks in the means of high dimensional cross-dependent panels. (English) Zbl 07626647 Econom. J. 25, No. 2, 362-383 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{L. Horváth} et al., Econom. J. 25, No. 2, 362--383 (2022; Zbl 07626647) Full Text: DOI
Zheng, Zemin; Zhang, Jie; Li, Yang \(L_0\)-regularized learning for high-dimensional additive hazards regression. (English) Zbl 07625902 INFORMS J. Comput. 34, No. 5, 2762-2775 (2022). MSC: 90Cxx PDF BibTeX XML Cite \textit{Z. Zheng} et al., INFORMS J. Comput. 34, No. 5, 2762--2775 (2022; Zbl 07625902) Full Text: DOI
Majumdar, Subhabrata; Michailidis, George Joint estimation and inference for data integration problems based on multiple multi-layered Gaussian graphical models. (English) Zbl 07625154 J. Mach. Learn. Res. 23, Paper No. 1, 53 p. (2022). MSC: 68T05 PDF BibTeX XML Cite \textit{S. Majumdar} and \textit{G. Michailidis}, J. Mach. Learn. Res. 23, Paper No. 1, 53 p. (2022; Zbl 07625154) Full Text: arXiv Link
Li, Ningning; Chen, Wengu; Ge, Huanmin A general theory for subspace-sparse recovery. (English) Zbl 1498.65055 Int. J. Wavelets Multiresolut. Inf. Process. 20, No. 6, Article ID 2250028, 22 p. (2022). MSC: 65F22 68W25 90C25 PDF BibTeX XML Cite \textit{N. Li} et al., Int. J. Wavelets Multiresolut. Inf. Process. 20, No. 6, Article ID 2250028, 22 p. (2022; Zbl 1498.65055) Full Text: DOI
Asamov, Tsvetan; Ben-Israel, Adi A probabilistic \(\ell_1\) method for clustering high-dimensional data. (English) Zbl 07621888 Probab. Eng. Inf. Sci. 36, No. 2, 433-448 (2022). MSC: 62-XX 68-XX PDF BibTeX XML Cite \textit{T. Asamov} and \textit{A. Ben-Israel}, Probab. Eng. Inf. Sci. 36, No. 2, 433--448 (2022; Zbl 07621888) Full Text: DOI arXiv
Cao, Mingxiang; Zhao, Yanling; Xu, Kai; He, Daojiang; Huang, Xudong A high-dimensional test for multivariate analysis of variance under a low-dimensional factor structure. (English) Zbl 07621107 Commun. Math. Stat. 10, No. 4, 581-597 (2022). MSC: 62H15 62E20 PDF BibTeX XML Cite \textit{M. Cao} et al., Commun. Math. Stat. 10, No. 4, 581--597 (2022; Zbl 07621107) Full Text: DOI
Ghosh, Abhik; Jaenada, María; Pardo, Leandro Classification of COVID19 Patients using robust logistic regression. (English) Zbl 07618096 J. Stat. Theory Pract. 16, No. 4, Paper No. 67, 23 p. (2022). MSC: 62Jxx 62Fxx 62Gxx PDF BibTeX XML Cite \textit{A. Ghosh} et al., J. Stat. Theory Pract. 16, No. 4, Paper No. 67, 23 p. (2022; Zbl 07618096) Full Text: DOI
Peng, Yang; Luo, Bin; Gao, Xiaoli Robust moderately clipped LASSO for simultaneous outlier detection and variable selection. (English) Zbl 07610362 Sankhyā, Ser. B 84, No. 2, 694-707 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{Y. Peng} et al., Sankhyā, Ser. B 84, No. 2, 694--707 (2022; Zbl 07610362) Full Text: DOI