Zhang, Tonglin Variables selection using \(\mathcal{L}_0\) penalty. (English) Zbl 07771452 Comput. Stat. Data Anal. 190, Article ID 107860, 18 p. (2024). MSC: 62-08 PDF BibTeX XML Cite \textit{T. Zhang}, Comput. Stat. Data Anal. 190, Article ID 107860, 18 p. (2024; Zbl 07771452) Full Text: DOI
Zhang, Qiuyan; Wang, Chen; Zhang, Baoxue; Yang, Hu An RIHT statistic for testing the equality of several high-dimensional mean vectors under homoskedasticity. (English) Zbl 07771448 Comput. Stat. Data Anal. 190, Article ID 107855, 28 p. (2024). MSC: 62-08 PDF BibTeX XML Cite \textit{Q. Zhang} et al., Comput. Stat. Data Anal. 190, Article ID 107855, 28 p. (2024; Zbl 07771448) Full Text: DOI
Zhu, Xiaonan; Chen, Yu; Hu, Jie Estimation of banded time-varying precision matrix based on SCAD and group Lasso. (English) Zbl 07771441 Comput. Stat. Data Anal. 189, Article ID 107849, 16 p. (2024). MSC: 62-08 PDF BibTeX XML Cite \textit{X. Zhu} et al., Comput. Stat. Data Anal. 189, Article ID 107849, 16 p. (2024; Zbl 07771441) Full Text: DOI
Cheung, Kin Yap; Lee, Stephen M. S. High-dimensional local polynomial regression with variable selection and dimension reduction. (English) Zbl 07767203 Stat. Comput. 34, No. 1, Paper No. 1, 17 p. (2024). MSC: 62-08 PDF BibTeX XML Cite \textit{K. Y. Cheung} and \textit{S. M. S. Lee}, Stat. Comput. 34, No. 1, Paper No. 1, 17 p. (2024; Zbl 07767203) Full Text: DOI
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
Dinh Dũng; Van Kien Nguyen; Duong Thanh Pham Deep ReLU neural network approximation in Bochner spaces and applications to parametric PDEs. (English) Zbl 07772613 J. Complexity 79, Article ID 101779, 32 p. (2023). MSC: 65C30 41A25 68T07 65C20 41A63 PDF BibTeX XML Cite \textit{Dinh Dũng} et al., J. Complexity 79, Article ID 101779, 32 p. (2023; Zbl 07772613) Full Text: DOI arXiv
Bazzoli, Caroline; Lambert-Lacroix, Sophie; Martinez, Marie-José Partial least square based approaches for high-dimensional linear mixed models. (English) Zbl 07770404 Stat. Methods Appl. 32, No. 3, 769-786 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{C. Bazzoli} et al., Stat. Methods Appl. 32, No. 3, 769--786 (2023; Zbl 07770404) Full Text: DOI
Lin, Huazhen; Zhao, Shuangxue; Liu, Li; Zhang, Wenyang Structured ultrahigh dimensional multiple-index models with efficient estimation in computation and theory. (English) Zbl 07769937 Stat. Sin. 33, No. 3, 2137-2160 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{H. Lin} et al., Stat. Sin. 33, No. 3, 2137--2160 (2023; Zbl 07769937) Full Text: DOI
Li, Na; Song, Yanglei; Lin, C. Devon; Tu, Dongsheng Bootstrap adjustment to minimum p-value method for predictive classification. (English) Zbl 07769934 Stat. Sin. 33, No. 3, 2065-2086 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{N. Li} et al., Stat. Sin. 33, No. 3, 2065--2086 (2023; Zbl 07769934) Full Text: DOI
Oh, Dong Hwan; Patton, Andrew J. Dynamic factor copula models with estimated cluster assignments. (English) Zbl 07767732 J. Econom. 237, No. 2, Article ID 105374, 23 p. (2023). MSC: 62-XX 91-XX PDF BibTeX XML Cite \textit{D. H. Oh} and \textit{A. J. Patton}, J. Econom. 237, No. 2, Article ID 105374, 23 p. (2023; Zbl 07767732) Full Text: DOI
Babii, Andrii; Ball, Ryan T.; Ghysels, Eric; Striaukas, Jonas Machine learning panel data regressions with heavy-tailed dependent data: theory and application. (English) Zbl 07767725 J. Econom. 237, No. 2, Article ID 105315, 25 p. (2023). MSC: 62-XX 91-XX PDF BibTeX XML Cite \textit{A. Babii} et al., J. Econom. 237, No. 2, Article ID 105315, 25 p. (2023; Zbl 07767725) Full Text: DOI arXiv
Fan, Yanqin; Han, Fang; Park, Hyeonseok Estimation and inference in a high-dimensional semiparametric Gaussian copula vector autoregressive model. (English) Zbl 07767707 J. Econom. 237, No. 1, Article ID 105513, 28 p. (2023). MSC: 62-XX 91-XX PDF BibTeX XML Cite \textit{Y. Fan} et al., J. Econom. 237, No. 1, Article ID 105513, 28 p. (2023; Zbl 07767707) Full Text: DOI
Jiang, Dandan A universal test on spikes in a high-dimensional generalized spiked model and its applications. (English) Zbl 07767627 Stat. Sin. 33, Spec. Iss., 1749-1770 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{D. Jiang}, Stat. Sin. 33, 1749--1770 (2023; Zbl 07767627) Full Text: DOI arXiv
Bai, Yue; Safikhani, Abolfazl A unified framework for change point detection in high-dimensional linear models. (English) Zbl 07767626 Stat. Sin. 33, Spec. Iss., 1721-1748 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{Y. Bai} and \textit{A. Safikhani}, Stat. Sin. 33, 1721--1748 (2023; Zbl 07767626) Full Text: DOI arXiv
Lin, Chien-Tong; Cheng, Yu-Jen; Ing, Ching-Kang Greedy variable selection for high-dimensional Cox models. (English) Zbl 07767625 Stat. Sin. 33, Spec. Iss., 1697-1719 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{C.-T. Lin} et al., Stat. Sin. 33, 1697--1719 (2023; Zbl 07767625) Full Text: DOI
Wang, Xiaoyi; Xu, Gongjun; Zheng, Shurong Adaptive tests for bandedness of high-dimensional covariance matrices. (English) Zbl 07767624 Stat. Sin. 33, Spec. Iss., 1673-1696 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{X. Wang} et al., Stat. Sin. 33, 1673--1696 (2023; Zbl 07767624) Full Text: DOI arXiv
Wang, Daren; Yu, Yi; Willett, Rebecca Detecting abrupt changes in high-dimensional self-exciting Poisson processes. (English) Zbl 07767623 Stat. Sin. 33, Spec. Iss., 1653-1671 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{D. Wang} et al., Stat. Sin. 33, 1653--1671 (2023; Zbl 07767623) Full Text: DOI arXiv
Chakraborty, Nilanjana; Khare, Kshitij; Michailidis, George A Bayesian framework for sparse estimation in high-dimensional mixed frequency vector autoregressive models. (English) Zbl 07767622 Stat. Sin. 33, Spec. Iss., 1629-1652 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{N. Chakraborty} et al., Stat. Sin. 33, 1629--1652 (2023; Zbl 07767622) Full Text: DOI
Maeng, Hyeyoung; Eckley, Idris A.; Fearnhead, Paul Collective anomaly detection in high-dimensional VAR models. (English) Zbl 07767621 Stat. Sin. 33, Spec. Iss., 1603-1627 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{H. Maeng} et al., Stat. Sin. 33, 1603--1627 (2023; Zbl 07767621) Full Text: DOI arXiv
Yao, Junwen; Lopes, Miles E. Rates of bootstrap approximation for eigenvalues in high-dimensional PCA. (English) Zbl 07767615 Stat. Sin. 33, Spec. Iss., 1461-1481 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{J. Yao} and \textit{M. E. Lopes}, Stat. Sin. 33, 1461--1481 (2023; Zbl 07767615) Full Text: DOI arXiv
Zhu, Rong; Liang, Hua; Ruppert, David Ensemble subset regression (ENSURE): efficient high-dimensional prediction. (English) Zbl 07767613 Stat. Sin. 33, Spec. Iss., 1411-1434 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{R. Zhu} et al., Stat. Sin. 33, 1411--1434 (2023; Zbl 07767613) Full Text: DOI
Yang, Hannan; Lin, Danyu; Li, Quefeng An efficient greedy search algorithm for high-dimensional linear discriminant analysis. (English) Zbl 07767610 Stat. Sin. 33, Spec. Iss., 1343-1364 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{H. Yang} et al., Stat. Sin. 33, 1343--1364 (2023; Zbl 07767610) Full Text: DOI
Dong, Wei; Li, Xingxiang; Xu, Chen; Tang, Niansheng Hybrid hard-soft screening for high-dimensional latent class analysis. (English) Zbl 07767609 Stat. Sin. 33, Spec. Iss., 1319-1341 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{W. Dong} et al., Stat. Sin. 33, 1319--1341 (2023; Zbl 07767609) Full Text: DOI
Imori, Shinpei Asymptotic optimality of \(C_P\)-type criteria in high-dimensional multivariate linear regression models. (English) Zbl 07767605 Stat. Sin. 33, Spec. Iss., 1233-1248 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{S. Imori}, Stat. Sin. 33, 1233--1248 (2023; Zbl 07767605) Full Text: DOI
Li, Zhouping; Xu, Jinfeng; Zhao, Na; Zhou, Wang Penalized jackknife empirical likelihood in high dimensions. (English) Zbl 07767604 Stat. Sin. 33, Spec. Iss., 1219-1232 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{Z. Li} et al., Stat. Sin. 33, 1219--1232 (2023; Zbl 07767604) Full Text: DOI
Chan, Ngai Hang; Zhang, Rongmao Cointegration rank estimation for high-dimensional time series with breaks. (English) Zbl 07767603 Stat. Sin. 33, Spec. Iss., 1193-1217 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{N. H. Chan} and \textit{R. Zhang}, Stat. Sin. 33, 1193--1217 (2023; Zbl 07767603) Full Text: DOI
Cao, Mingxiang; Liang, Shiting A generalized likelihood ratio test for linear hypothesis of \(k\)-sample means in high dimension. (English) Zbl 07767150 Commun. Stat., Theory Methods 52, No. 24, 8725-8737 (2023). MSC: 62H15 62E20 PDF BibTeX XML Cite \textit{M. Cao} and \textit{S. Liang}, Commun. Stat., Theory Methods 52, No. 24, 8725--8737 (2023; Zbl 07767150) Full Text: DOI
Jiang, Yunlu; Wen, Canhong; Jiang, Yukang; Wang, Xueqin; Zhang, Heping Use of random integration to test equality of high dimensional covariance matrices. (English) Zbl 07764888 Stat. Sin. 33, No. 4, 2359-2380 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{Y. Jiang} et al., Stat. Sin. 33, No. 4, 2359--2380 (2023; Zbl 07764888) Full Text: DOI
Zahariah, Siti; Midi, Habshah Minimum regularized covariance determinant and principal component analysis-based method for the identification of high leverage points in high dimensional sparse data. (English) Zbl 07761985 J. Appl. Stat. 50, No. 13, 2817-2835 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{S. Zahariah} and \textit{H. Midi}, J. Appl. Stat. 50, No. 13, 2817--2835 (2023; Zbl 07761985) Full Text: DOI
Williams, Jonathan P.; Xie, Yuying; Hannig, Jan The EAS approach for graphical selection consistency in vector autoregression models. (English. French summary) Zbl 07759549 Can. J. Stat. 51, No. 2, 674-703 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{J. P. Williams} et al., Can. J. Stat. 51, No. 2, 674--703 (2023; Zbl 07759549) Full Text: DOI arXiv OA License
Zhao, Fanrong; Lin, Nan; Zhang, Baoxue A new test for high-dimensional regression coefficients in partially linear models. (English. French summary) Zbl 07759517 Can. J. Stat. 51, No. 1, 5-18 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{F. Zhao} et al., Can. J. Stat. 51, No. 1, 5--18 (2023; Zbl 07759517) Full Text: DOI
Baldé, Ismaila; Yang, Yi Archer; Lefebvre, Geneviève Reader reaction to: “Outcome-adaptive Lasso: variable selection for causal inference”. (English) Zbl 07756718 Biometrics 79, No. 1, 514-520 (2023). MSC: 62P10 62J07 PDF BibTeX XML Cite \textit{I. Baldé} et al., Biometrics 79, No. 1, 514--520 (2023; Zbl 07756718) Full Text: DOI
Xia, Lu; Nan, Bin; Li, Yi Debiased Lasso for generalized linear models with a diverging number of covariates. (English) Zbl 07756704 Biometrics 79, No. 1, 344-357 (2023). MSC: 62P10 PDF BibTeX XML Cite \textit{L. Xia} et al., Biometrics 79, No. 1, 344--357 (2023; Zbl 07756704) Full Text: DOI arXiv
Wang, Miaomiao; Zhang, Xinyu; Wan, Alan T. K.; You, Kang; Zou, Guohua Jackknife model averaging for high-dimensional quantile regression. (English) Zbl 07756691 Biometrics 79, No. 1, 178-189 (2023). MSC: 62P10 PDF BibTeX XML Cite \textit{M. Wang} et al., Biometrics 79, No. 1, 178--189 (2023; Zbl 07756691) Full Text: DOI
Liu, Yutong; Darville, Toni; Zheng, Xiaojing; Li, Quefeng Decomposition of variation of mixed variables by a latent mixed Gaussian copula model. (English) Zbl 07756635 Biometrics 79, No. 2, 1187-1200 (2023). MSC: 62P10 PDF BibTeX XML Cite \textit{Y. Liu} et al., Biometrics 79, No. 2, 1187--1200 (2023; Zbl 07756635) Full Text: DOI
Xu, Ningning; Solari, Aldo; Goeman, Jelle J. Closed testing with Globaltest, with application in metabolomics. (English) Zbl 07756628 Biometrics 79, No. 2, 1103-1113 (2023). MSC: 62P10 PDF BibTeX XML Cite \textit{N. Xu} et al., Biometrics 79, No. 2, 1103--1113 (2023; Zbl 07756628) Full Text: DOI
Liu, Tianqi; Lu, Yu; Zhu, Biqing; Zhao, Hongyu Clustering high-dimensional data via feature selection. (English) Zbl 07756616 Biometrics 79, No. 2, 940-950 (2023). MSC: 62P10 PDF BibTeX XML Cite \textit{T. Liu} et al., Biometrics 79, No. 2, 940--950 (2023; Zbl 07756616) Full Text: DOI arXiv
Li, Fangyao; Triggs, Christopher M.; Giurcăneanu, Ciprian Doru On the selection of predictors by using greedy algorithms and information theoretic criteria. (English) Zbl 1521.62159 Aust. N. Z. J. Stat. 65, No. 2, 77-100 (2023). MSC: 62M10 62B10 62M20 PDF BibTeX XML Cite \textit{F. Li} et al., Aust. N. Z. J. Stat. 65, No. 2, 77--100 (2023; Zbl 1521.62159) Full Text: DOI OA License
Mei, Xiaoling; Peng, Bin; Zhu, Huanjun Variable selection in heterogeneous panel data models with cross-sectional dependence. (English) Zbl 1521.62161 Aust. N. Z. J. Stat. 65, No. 1, 14-34 (2023). MSC: 62M10 62J07 62G08 62P20 PDF BibTeX XML Cite \textit{X. Mei} et al., Aust. N. Z. J. Stat. 65, No. 1, 14--34 (2023; Zbl 1521.62161) Full Text: DOI
Li, Yinpu; Linero, Antonio R.; Murray, Jared Adaptive conditional distribution estimation with Bayesian decision tree ensembles. (English) Zbl 07751833 J. Am. Stat. Assoc. 118, No. 543, 2129-2142 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{Y. Li} et al., J. Am. Stat. Assoc. 118, No. 543, 2129--2142 (2023; Zbl 07751833) Full Text: DOI arXiv
Wu, Ruijia; Zhang, Linjun; Tony Cai, T. Sparse topic modeling: computational efficiency, near-optimal algorithms, and statistical inference. (English) Zbl 07751813 J. Am. Stat. Assoc. 118, No. 543, 1849-1861 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{R. Wu} et al., J. Am. Stat. Assoc. 118, No. 543, 1849--1861 (2023; Zbl 07751813) Full Text: DOI
Zhou, Xingyu; Jiao, Yuling; Liu, Jin; Huang, Jian A deep generative approach to conditional sampling. (English) Zbl 07751812 J. Am. Stat. Assoc. 118, No. 543, 1837-1848 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{X. Zhou} et al., J. Am. Stat. Assoc. 118, No. 543, 1837--1848 (2023; Zbl 07751812) Full Text: DOI arXiv
Dai, Xiaowu; Li, Lexin Orthogonalized kernel debiased machine learning for multimodal data analysis. (English) Zbl 07751809 J. Am. Stat. Assoc. 118, No. 543, 1796-1810 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{X. Dai} and \textit{L. Li}, J. Am. Stat. Assoc. 118, No. 543, 1796--1810 (2023; Zbl 07751809) Full Text: DOI arXiv
Law, Michael; Ritov, Ya’acov Inference and estimation for random effects in high-dimensional linear mixed models. (English) Zbl 07751800 J. Am. Stat. Assoc. 118, No. 543, 1682-1691 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{M. Law} and \textit{Y. Ritov}, J. Am. Stat. Assoc. 118, No. 543, 1682--1691 (2023; Zbl 07751800) Full Text: DOI arXiv
Cai, Zhibo; Xia, Yingcun; Hang, Weiqiang An outer-product-of-gradient approach to dimension reduction and its application to classification in high dimensional space. (English) Zbl 07751799 J. Am. Stat. Assoc. 118, No. 543, 1671-1681 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{Z. Cai} et al., J. Am. Stat. Assoc. 118, No. 543, 1671--1681 (2023; Zbl 07751799) Full Text: DOI
Chiang, Harold D.; Kato, Kengo; Sasaki, Yuya Inference for high-dimensional exchangeable arrays. (English) Zbl 07751793 J. Am. Stat. Assoc. 118, No. 543, 1595-1605 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{H. D. Chiang} et al., J. Am. Stat. Assoc. 118, No. 543, 1595--1605 (2023; Zbl 07751793) Full Text: DOI arXiv
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 PDF BibTeX XML Cite \textit{A. Ghosh} et al., Scand. J. Stat. 50, No. 3, 1232--1262 (2023; Zbl 07748384) Full Text: DOI arXiv OA License
Kono, Haruki; Kubokawa, Tatsuya Consistent Bayesian information criterion based on a mixture prior for possibly high-dimensional multivariate linear regression models. (English) Zbl 07748376 Scand. J. Stat. 50, No. 3, 1022-1047 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{H. Kono} and \textit{T. Kubokawa}, Scand. J. Stat. 50, No. 3, 1022--1047 (2023; Zbl 07748376) Full Text: DOI arXiv OA License
Ba, Ismaïla; Coeurjolly, Jean-François Inference for low- and high-dimensional inhomogeneous Gibbs point processes. (English) Zbl 07748375 Scand. J. Stat. 50, No. 3, 993-1021 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{I. Ba} and \textit{J.-F. Coeurjolly}, Scand. J. Stat. 50, No. 3, 993--1021 (2023; Zbl 07748375) Full Text: DOI arXiv OA License
Bodnar, Rostyslav; Bodnar, Taras; Schmid, Wolfgang Sequential monitoring of high-dimensional time series. (English) Zbl 07748374 Scand. J. Stat. 50, No. 3, 962-992 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{R. Bodnar} et al., Scand. J. Stat. 50, No. 3, 962--992 (2023; Zbl 07748374) Full Text: DOI OA License
Boileau, Philippe; Hejazi, Nima S.; van der Laan, Mark J.; Dudoit, Sandrine Cross-validated loss-based covariance matrix estimator selection in high dimensions. (English) Zbl 07747461 J. Comput. Graph. Stat. 32, No. 2, 601-612 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{P. Boileau} et al., J. Comput. Graph. Stat. 32, No. 2, 601--612 (2023; Zbl 07747461) Full Text: DOI arXiv
Yu, Weichang; Wade, Sara; Bondell, Howard D.; Azizi, Lamiae Nonstationary Gaussian process discriminant analysis with variable selection for high-dimensional functional data. (English) Zbl 07747460 J. Comput. Graph. Stat. 32, No. 2, 588-600 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{W. Yu} et al., J. Comput. Graph. Stat. 32, No. 2, 588--600 (2023; Zbl 07747460) Full Text: DOI arXiv
Zhang, Jingfei; Sun, Will Wei; Li, Lexin Generalized connectivity matrix response regression with applications in brain connectivity studies. (English) Zbl 07746955 J. Comput. Graph. Stat. 32, No. 1, 252-262 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{J. Zhang} et al., J. Comput. Graph. Stat. 32, No. 1, 252--262 (2023; Zbl 07746955) Full Text: DOI arXiv
Han, Dongu; Lim, Daeyoung; Choi, Taeryon Bayesian sparse seemingly unrelated regressions model with variable selection and covariance estimation via the horseshoe+. (English) Zbl 07745481 J. Korean Stat. Soc. 52, No. 3, 676-714 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{D. Han} et al., J. Korean Stat. Soc. 52, No. 3, 676--714 (2023; Zbl 07745481) Full Text: DOI
Mushtaq, Iram; Zhou, Qin; Zi, Xuemin Screening-assisted dynamic multiple testing with false discovery rate control. (English) Zbl 07741543 J. Syst. Sci. Complex. 36, No. 2, 716-754 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{I. Mushtaq} et al., J. Syst. Sci. Complex. 36, No. 2, 716--754 (2023; Zbl 07741543) Full Text: DOI
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
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
Gao, Zhenguo; Wang, Xinye; Kang, Xiaoning Ensemble LDA via the modified Cholesky decomposition. (English) Zbl 07737957 Comput. Stat. Data Anal. 188, Article ID 107823, 14 p. (2023). MSC: 62-08 PDF BibTeX XML Cite \textit{Z. Gao} et al., Comput. Stat. Data Anal. 188, Article ID 107823, 14 p. (2023; Zbl 07737957) 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
Bar, Haim; Wells, Martin T. On graphical models and convex geometry. (English) Zbl 07737940 Comput. Stat. Data Anal. 187, Article ID 107800, 17 p. (2023). MSC: 62-08 PDF BibTeX XML Cite \textit{H. Bar} and \textit{M. T. Wells}, Comput. Stat. Data Anal. 187, Article ID 107800, 17 p. (2023; Zbl 07737940) Full Text: DOI arXiv
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
Bai, Xiaodong; Zheng, Li Robust factor models for high-dimensional time series and their forecasting. (English) Zbl 07736117 Commun. Stat., Theory Methods 52, No. 19, 6806-6819 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{X. Bai} and \textit{L. Zheng}, Commun. Stat., Theory Methods 52, No. 19, 6806--6819 (2023; Zbl 07736117) 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
Ding, Xiucai; Zhou, Zhou Autoregressive approximations to nonstationary time series with inference and applications. (English) Zbl 07732745 Ann. Stat. 51, No. 3, 1207-1231 (2023). MSC: 62M10 62M20 60G07 PDF BibTeX XML Cite \textit{X. Ding} and \textit{Z. Zhou}, Ann. Stat. 51, No. 3, 1207--1231 (2023; Zbl 07732745) Full Text: DOI arXiv Link
Li, Peili; Liu, Min; Yu, Zhou A global two-stage algorithm for non-convex penalized high-dimensional linear regression problems. (English) Zbl 07732387 Comput. Stat. 38, No. 2, 871-898 (2023). MSC: 62-08 PDF BibTeX XML Cite \textit{P. Li} et al., Comput. Stat. 38, No. 2, 871--898 (2023; Zbl 07732387) Full Text: DOI arXiv
Hsu, Nan-Jung; Sim, Lai Heng; Tsay, Ruey S. Testing for symmetric correlation matrices with applications to factor models. (English) Zbl 07731497 J. Time Ser. Anal. 44, No. 5-6, 622-643 (2023). MSC: 62Mxx 62M10 62M20 PDF BibTeX XML Cite \textit{N.-J. Hsu} et al., J. Time Ser. Anal. 44, No. 5--6, 622--643 (2023; Zbl 07731497) Full Text: DOI
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
Lee, Kwangmin; Lee, Jaeyong Post-processed posteriors for sparse covariances. (English) Zbl 07729869 J. Econom. 236, No. 1, Article ID 105475, 12 p. (2023). MSC: 62-XX 91-XX PDF BibTeX XML Cite \textit{K. Lee} and \textit{J. Lee}, J. Econom. 236, No. 1, Article ID 105475, 12 p. (2023; Zbl 07729869) Full Text: DOI
Anatolyev, Stanislav; Sølvsten, Mikkel Testing many restrictions under heteroskedasticity. (English) Zbl 07729868 J. Econom. 236, No. 1, Article ID 105473, 19 p. (2023). MSC: 62-XX 91-XX PDF BibTeX XML Cite \textit{S. Anatolyev} and \textit{M. Sølvsten}, J. Econom. 236, No. 1, Article ID 105473, 19 p. (2023; Zbl 07729868) Full Text: DOI arXiv
Litvinenko, Alexander; Marzouk, Youssef; Matthies, Hermann G.; Scavino, Marco; Spantini, Alessio Computing \(f\)-divergences and distances of high-dimensional probability density functions. (English) Zbl 07729586 Numer. Linear Algebra Appl. 30, No. 3, e2467, 31 p. (2023). MSC: 41A05 41A45 41A63 60-08 60E07 60E10 62-08 62E17 62H10 65C20 65F55 65F60 94A17 PDF BibTeX XML Cite \textit{A. Litvinenko} et al., Numer. Linear Algebra Appl. 30, No. 3, e2467, 31 p. (2023; Zbl 07729586) Full Text: DOI
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
Anastasiou, Andreas; Papanastasiou, Angelos Generalized multiple change-point detection in the structure of multivariate, possibly high-dimensional, data sequences. (English) Zbl 1517.62004 Stat. Comput. 33, No. 5, Paper No. 94, 29 p. (2023). MSC: 62-08 62M10 PDF BibTeX XML Cite \textit{A. Anastasiou} and \textit{A. Papanastasiou}, Stat. Comput. 33, No. 5, Paper No. 94, 29 p. (2023; Zbl 1517.62004) Full Text: DOI arXiv
Wang, Siyao; Lopes, Miles E. A bootstrap method for spectral statistics in high-dimensional elliptical models. (English) Zbl 07725169 Electron. J. Stat. 17, No. 2, 1848-1892 (2023). MSC: 62H99 62F40 62H25 PDF BibTeX XML Cite \textit{S. Wang} and \textit{M. E. Lopes}, Electron. J. Stat. 17, No. 2, 1848--1892 (2023; Zbl 07725169) Full Text: DOI arXiv Link
Cao, Xiangyang; Gregory, Karl; Wang, Dewei Inference for sparse linear regression based on the leave-one-covariate-out solution path. (English) Zbl 07720176 Commun. Stat., Theory Methods 52, No. 18, 6640-6657 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{X. Cao} et al., Commun. Stat., Theory Methods 52, No. 18, 6640--6657 (2023; Zbl 07720176) Full Text: DOI arXiv
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
Bose, Arup; Hachem, Walid Spectral measure of empirical autocovariance matrices of high-dimensional Gaussian stationary processes. (English) Zbl 07716198 Random Matrices Theory Appl. 12, No. 2, Article ID 2250053, 60 p. (2023). MSC: 62M10 62J20 46L54 33C47 60B20 60G57 PDF BibTeX XML Cite \textit{A. Bose} and \textit{W. Hachem}, Random Matrices Theory Appl. 12, No. 2, Article ID 2250053, 60 p. (2023; Zbl 07716198) Full Text: DOI arXiv
Baek, Changryong; Leinwand, Benjamin; Lindquist, Kristen A.; Jeong, Seok-Oh; Hopfinger, Joseph; Gates, Katheleen M.; Pipiras, Vladas Detecting changes in correlation networks with application to functional connectivity of fMRI data. (English) Zbl 1517.62087 Psychometrika 88, No. 2, 636-655 (2023). MSC: 62P15 62M10 62H15 62M09 PDF BibTeX XML Cite \textit{C. Baek} et al., Psychometrika 88, No. 2, 636--655 (2023; Zbl 1517.62087) Full Text: DOI
Palias, Efstratios; Kabán, Ata The effect of intrinsic dimension on the Bayes-error of projected quadratic discriminant classification. (English) Zbl 1517.62042 Stat. Comput. 33, No. 4, Paper No. 87, 17 p. (2023). MSC: 62-08 62H30 PDF BibTeX XML Cite \textit{E. Palias} and \textit{A. Kabán}, Stat. Comput. 33, No. 4, Paper No. 87, 17 p. (2023; Zbl 1517.62042) Full Text: DOI
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
Wang, Di; Tsay, Ruey S. Rate-optimal robust estimation of high-dimensional vector autoregressive models. (English) Zbl 07714183 Ann. Stat. 51, No. 2, 846-877 (2023). MSC: 62M10 62F35 62J07 PDF BibTeX XML Cite \textit{D. Wang} and \textit{R. S. Tsay}, Ann. Stat. 51, No. 2, 846--877 (2023; Zbl 07714183) Full Text: DOI arXiv
Kuruwita, C. N. Variable selection in the single-index quantile regression model with high-dimensional covariates. (English) Zbl 07713673 Commun. Stat., Simulation Comput. 52, No. 3, 1119-1131 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{C. N. Kuruwita}, Commun. Stat., Simulation Comput. 52, No. 3, 1119--1131 (2023; Zbl 07713673) Full Text: DOI
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
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
Kepplinger, David Robust variable selection and estimation via adaptive elastic net S-estimators for linear regression. (English) Zbl 07711772 Comput. Stat. Data Anal. 183, Article ID 107730, 13 p. (2023). MSC: 62-08 PDF BibTeX XML Cite \textit{D. Kepplinger}, Comput. Stat. Data Anal. 183, Article ID 107730, 13 p. (2023; Zbl 07711772) Full Text: DOI arXiv
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
Lai, Jiayu; Wang, Xiaoyi; Zhao, Kaige; Zheng, Shurong Block-diagonal test for high-dimensional covariance matrices. (English) Zbl 1516.62058 Test 32, No. 1, 447-466 (2023). MSC: 62H15 62E20 62H10 PDF BibTeX XML Cite \textit{J. Lai} et al., Test 32, No. 1, 447--466 (2023; Zbl 1516.62058) 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
Li, Yanxin; Walker, Stephen G. A latent slice sampling algorithm. (English) Zbl 07708460 Comput. Stat. Data Anal. 179, Article ID 107652, 15 p. (2023). MSC: 62-08 PDF BibTeX XML Cite \textit{Y. Li} and \textit{S. G. Walker}, Comput. Stat. Data Anal. 179, Article ID 107652, 15 p. (2023; Zbl 07708460) 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
Bhattacharyya, Arnab; Gayen, Sutanu; Price, Eric; Tan, Vincent Y. F.; Vinodchandran, N. V. Near-optimal learning of tree-structured distributions by Chow and Liu. (English) Zbl 07707672 SIAM J. Comput. 52, No. 3, 761-793 (2023). MSC: 68Q32 68W20 94A15 PDF BibTeX XML Cite \textit{A. Bhattacharyya} et al., SIAM J. Comput. 52, No. 3, 761--793 (2023; Zbl 07707672) Full Text: DOI arXiv
Dörnemann, Nina; Dette, Holger Fluctuations of the diagonal entries of a large sample precision matrix. (English) Zbl 07707306 Stat. Probab. Lett. 198, Article ID 109838, 6 p. (2023). MSC: 62H10 15B52 60B20 60F05 PDF BibTeX XML Cite \textit{N. Dörnemann} and \textit{H. Dette}, Stat. Probab. Lett. 198, Article ID 109838, 6 p. (2023; Zbl 07707306) Full Text: DOI arXiv
Fei, Zhe; Zheng, Qi; Hong, Hyokyoung G.; Li, Yi Inference for high-dimensional censored quantile regression. (English) Zbl 07707210 J. Am. Stat. Assoc. 118, No. 542, 898-912 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{Z. Fei} et al., J. Am. Stat. Assoc. 118, No. 542, 898--912 (2023; Zbl 07707210) 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
Zhang, Tao; Kato, Kengo; Ruppert, David Bootstrap inference for quantile-based modal regression. (English) Zbl 1514.62069 J. Am. Stat. Assoc. 118, No. 541, 122-134 (2023). MSC: 62G08 62G09 62P20 PDF BibTeX XML Cite \textit{T. Zhang} et al., J. Am. Stat. Assoc. 118, No. 541, 122--134 (2023; Zbl 1514.62069) Full Text: DOI arXiv