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 OpenURL
Genzel, Martin; Kipp, Christian Generic error bounds for the generalized Lasso with sub-exponential data. (English) Zbl 07589124 Sampl. Theory Signal Process. Data Anal. 20, No. 2, Paper No. 15, 55 p. (2022). MSC: 60D05 62F30 62F35 90C25 PDF BibTeX XML Cite \textit{M. Genzel} and \textit{C. Kipp}, Sampl. Theory Signal Process. Data Anal. 20, No. 2, Paper No. 15, 55 p. (2022; Zbl 07589124) Full Text: DOI OpenURL
Shen, Jieqiong Testing the equality of multiple high-dimensional covariance matrices. (English) Zbl 07584403 Results Appl. Math. 15, Article ID 100316, 18 p. (2022). MSC: 62Hxx 60Fxx 62Pxx PDF BibTeX XML Cite \textit{J. Shen}, Results Appl. Math. 15, Article ID 100316, 18 p. (2022; Zbl 07584403) Full Text: DOI OpenURL
Wang, Yibo; Karunamuni, Rohana J. High-dimensional robust regression with \(L_q\)-loss functions. (English) Zbl 07584302 Comput. Stat. Data Anal. 176, Article ID 107567, 23 p. (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{Y. Wang} and \textit{R. J. Karunamuni}, Comput. Stat. Data Anal. 176, Article ID 107567, 23 p. (2022; Zbl 07584302) Full Text: DOI OpenURL
Palzer, Elise F.; Wendt, Christine H.; Bowler, Russell P.; Hersh, Craig P.; Safo, Sandra E.; Lock, Eric F. sJIVE: supervised joint and individual variation explained. (English) Zbl 07584282 Comput. Stat. Data Anal. 175, Article ID 107547, 14 p. (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{E. F. Palzer} et al., Comput. Stat. Data Anal. 175, Article ID 107547, 14 p. (2022; Zbl 07584282) Full Text: DOI OpenURL
Schiavon, L.; Canale, A.; Dunson, D. B. Generalized infinite factorization models. (English) Zbl 07582654 Biometrika 109, No. 3, 817-835 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{L. Schiavon} et al., Biometrika 109, No. 3, 817--835 (2022; Zbl 07582654) Full Text: DOI OpenURL
Song, Hoseung; Chen, Hao Asymptotic distribution-free changepoint detection for data with repeated observations. (English) Zbl 07582652 Biometrika 109, No. 3, 783-798 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{H. Song} and \textit{H. Chen}, Biometrika 109, No. 3, 783--798 (2022; Zbl 07582652) Full Text: DOI OpenURL
Chen, Y.; Li, X. Determining the number of factors in high-dimensional generalized latent factor models. (English) Zbl 07582651 Biometrika 109, No. 3, 769-782 (2022). MSC: 62H25 PDF BibTeX XML Cite \textit{Y. Chen} and \textit{X. Li}, Biometrika 109, No. 3, 769--782 (2022; Zbl 07582651) Full Text: DOI OpenURL
Zhang, Xuefei; Xu, Gongjun; Zhu, Ji Joint latent space models for network data with high-dimensional node variables. (English) Zbl 07582647 Biometrika 109, No. 3, 707-720 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{X. Zhang} et al., Biometrika 109, No. 3, 707--720 (2022; Zbl 07582647) Full Text: DOI OpenURL
Lu, K. L. How can we identify the sparsity structure pattern of high-dimensional data: an elementary statistical analysis to interpretable machine learning. (English) Zbl 07581887 Math. Notes 112, No. 2, 223-238 (2022). MSC: 62Gxx 62Jxx 62Hxx PDF BibTeX XML Cite \textit{K. L. Lu}, Math. Notes 112, No. 2, 223--238 (2022; Zbl 07581887) Full Text: DOI OpenURL
Zhang, Jin-Ting; Zhou, Bu; Guo, Jia Testing high-dimensional mean vector with applications. A normal reference approach. (English) Zbl 07574178 Stat. Pap. 63, No. 4, 1105-1137 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{J.-T. Zhang} et al., Stat. Pap. 63, No. 4, 1105--1137 (2022; Zbl 07574178) Full Text: DOI OpenURL
Fradi, Anis; Samir, Chafik; Bachoc, François A scalable approximate Bayesian inference for high-dimensional Gaussian processes. (English) Zbl 07571106 Commun. Stat., Theory Methods 51, No. 17, 5937-5956 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{A. Fradi} et al., Commun. Stat., Theory Methods 51, No. 17, 5937--5956 (2022; Zbl 07571106) Full Text: DOI OpenURL
Puliparambil, Bhavithry Sen; Tomal, Jabed; Yan, Yan Benchmarking penalized regression methods in machine learning for single cell RNA sequencing data. (English) Zbl 07570983 Jin, Lingling (ed.) et al., Comparative genomics. 19th international conference, RECOMB-CG 2022, La Jolla, CA, USA, May 20–21, 2022. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 13234, 295-310 (2022). MSC: 92D20 68T05 62P10 PDF BibTeX XML Cite \textit{B. S. Puliparambil} et al., Lect. Notes Comput. Sci. 13234, 295--310 (2022; Zbl 07570983) Full Text: DOI OpenURL
Zhai, Tingting; Koriche, Frédéric; Gao, Yang; Zhu, Junwu; Li, Bin Online active classification via margin-based and feature-based label queries. (English) Zbl 07570160 Mach. Learn. 111, No. 6, 2323-2348 (2022). MSC: 68T05 PDF BibTeX XML Cite \textit{T. Zhai} et al., Mach. Learn. 111, No. 6, 2323--2348 (2022; Zbl 07570160) Full Text: DOI OpenURL
Jiang, Rong; Sun, Mengxian Single-index composite quantile regression for ultra-high-dimensional data. (English) Zbl 07567480 Test 31, No. 2, 443-460 (2022). MSC: 62G08 62J07 62G20 PDF BibTeX XML Cite \textit{R. Jiang} and \textit{M. Sun}, Test 31, No. 2, 443--460 (2022; Zbl 07567480) Full Text: DOI OpenURL
Mohammed Rashid, Abdullah; Midi, Habshah; Dhhan, Waleed; Arasan, Jayanthi Detection of outliers in high-dimensional data using nu-support vector regression. (English) Zbl 07563012 J. Appl. Stat. 49, No. 10, 2550-2569 (2022). MSC: 62Pxx PDF BibTeX XML Cite \textit{A. Mohammed Rashid} et al., J. Appl. Stat. 49, No. 10, 2550--2569 (2022; Zbl 07563012) Full Text: DOI OpenURL
Yu, Wei A new method for multi-sample high-dimensional covariance matrices test based on permutation. (English) Zbl 07562242 Commun. Stat., Theory Methods 51, No. 13, 4476-4486 (2022). MSC: 62H15 PDF BibTeX XML Cite \textit{W. Yu}, Commun. Stat., Theory Methods 51, No. 13, 4476--4486 (2022; Zbl 07562242) Full Text: DOI OpenURL
Li, Peili; Jiao, Yuling; Lu, Xiliang; Kang, Lican A data-driven line search rule for support recovery in high-dimensional data analysis. (English) Zbl 07561886 Comput. Stat. Data Anal. 174, Article ID 107524, 18 p. (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{P. Li} et al., Comput. Stat. Data Anal. 174, Article ID 107524, 18 p. (2022; Zbl 07561886) Full Text: DOI OpenURL
Watanabe, Hiroki; Hyodo, Masashi; Sugiyama, Takatoshi; Seo, Takashi Test for equality of standardized generalized variance with different dimensions under high-dimensional settings. (English) Zbl 07560093 Hiroshima Math. J. 52, No. 2, 217-233 (2022). MSC: 62E20 62H15 PDF BibTeX XML Cite \textit{H. Watanabe} et al., Hiroshima Math. J. 52, No. 2, 217--233 (2022; Zbl 07560093) Full Text: DOI OpenURL
Ren, Shaokang; Mai, Qing The robust nearest shrunken centroids classifier for high-dimensional heavy-tailed data. (English) Zbl 07556934 Electron. J. Stat. 16, No. 1, 3343-3384 (2022). MSC: 62H30 62J07 PDF BibTeX XML Cite \textit{S. Ren} and \textit{Q. Mai}, Electron. J. Stat. 16, No. 1, 3343--3384 (2022; Zbl 07556934) Full Text: DOI Link OpenURL
Cai, Difeng; Nagy, James; Xi, Yuanzhe Fast deterministic approximation of symmetric indefinite kernel matrices with high dimensional datasets. (English) Zbl 07556094 SIAM J. Matrix Anal. Appl. 43, No. 2, 1003-1028 (2022). MSC: 68Txx 68Wxx 65Dxx PDF BibTeX XML Cite \textit{D. Cai} et al., SIAM J. Matrix Anal. Appl. 43, No. 2, 1003--1028 (2022; Zbl 07556094) Full Text: DOI OpenURL
Stokell, Benjamin G.; Shah, Rajen D. High-dimensional regression with potential prior information on variable importance. (English) Zbl 1490.62025 Stat. Comput. 32, No. 3, Paper No. 52, 12 p. (2022). MSC: 62-08 62J05 62J07 PDF BibTeX XML Cite \textit{B. G. Stokell} and \textit{R. D. Shah}, Stat. Comput. 32, No. 3, Paper No. 52, 12 p. (2022; Zbl 1490.62025) Full Text: DOI OpenURL
Samanta, Srijata; Khare, Kshitij; Michailidis, George A generalized likelihood-based Bayesian approach for scalable joint regression and covariance selection in high dimensions. (English) Zbl 1490.62023 Stat. Comput. 32, No. 3, Paper No. 47, 23 p. (2022). MSC: 62-08 62H12 62F15 62F12 62P10 PDF BibTeX XML Cite \textit{S. Samanta} et al., Stat. Comput. 32, No. 3, Paper No. 47, 23 p. (2022; Zbl 1490.62023) Full Text: DOI OpenURL
Garnier, Rémy Concurrent neural network: a model of competition between times series. (English) Zbl 07553141 Ann. Oper. Res. 313, No. 2, 945-964 (2022). MSC: 62Mxx 91Bxx 60Exx PDF BibTeX XML Cite \textit{R. Garnier}, Ann. Oper. Res. 313, No. 2, 945--964 (2022; Zbl 07553141) Full Text: DOI arXiv OpenURL
Cao, Mingxiang; Liang, Shiting; He, Daojiang; Xu, Kai Testing linear hypothesis of high-dimensional means with unequal covariance matrices. (English) Zbl 1490.62131 J. Korean Stat. Soc. 51, No. 2, 526-541 (2022). MSC: 62H15 62E20 PDF BibTeX XML Cite \textit{M. Cao} et al., J. Korean Stat. Soc. 51, No. 2, 526--541 (2022; Zbl 1490.62131) Full Text: DOI OpenURL
Gao, Mingyu; Wen, Canhong Subset selection in network-linked data. (English) Zbl 07551358 J. Stat. Comput. Simulation 92, No. 11, 2350-2371 (2022). MSC: 62-XX 62J05 62P25 PDF BibTeX XML Cite \textit{M. Gao} and \textit{C. Wen}, J. Stat. Comput. Simulation 92, No. 11, 2350--2371 (2022; Zbl 07551358) Full Text: DOI OpenURL
Zhang, Yunyi; Politis, Dimitris N. Ridge regression revisited: debiasing, thresholding and bootstrap. (English) Zbl 07547935 Ann. Stat. 50, No. 3, 1401-1422 (2022). MSC: 62J05 62F40 PDF BibTeX XML Cite \textit{Y. Zhang} and \textit{D. N. Politis}, Ann. Stat. 50, No. 3, 1401--1422 (2022; Zbl 07547935) Full Text: DOI OpenURL
Yuen, Christine; Fryzlewicz, Piotr Exploiting disagreement between high-dimensional variable selectors for uncertainty visualization. (English) Zbl 07547616 J. Comput. Graph. Stat. 31, No. 2, 351-359 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{C. Yuen} and \textit{P. Fryzlewicz}, J. Comput. Graph. Stat. 31, No. 2, 351--359 (2022; Zbl 07547616) Full Text: DOI OpenURL
Poythress, J. C.; Ahn, Jeongyoun; Park, Cheolwoo Low-rank, orthogonally decomposable tensor regression with application to visual stimulus decoding of fMRI data. (English) Zbl 07546469 J. Comput. Graph. Stat. 31, No. 1, 190-203 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{J. C. Poythress} et al., J. Comput. Graph. Stat. 31, No. 1, 190--203 (2022; Zbl 07546469) Full Text: DOI OpenURL
Li, Xiang; Zhang, Yi; Zhao, Jun An improved algorithm for high-dimensional continuous threshold expectile model with variance heterogeneity. (English) Zbl 07546447 J. Stat. Comput. Simulation 92, No. 8, 1590-1617 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{X. Li} et al., J. Stat. Comput. Simulation 92, No. 8, 1590--1617 (2022; Zbl 07546447) Full Text: DOI OpenURL
Avagyan, Vahe; Mei, Xiaoling Precision matrix estimation under data contamination with an application to minimum variance portfolio selection. (English) Zbl 07545811 Commun. Stat., Simulation Comput. 51, No. 4, 1381-1400 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{V. Avagyan} and \textit{X. Mei}, Commun. Stat., Simulation Comput. 51, No. 4, 1381--1400 (2022; Zbl 07545811) Full Text: DOI OpenURL
Shi, Pixu; Zhou, Yuchen; Zhang, Anru R. High-dimensional log-error-in-variable regression with applications to microbial compositional data analysis. (English) Zbl 07543331 Biometrika 109, No. 2, 405-420 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{P. Shi} et al., Biometrika 109, No. 2, 405--420 (2022; Zbl 07543331) Full Text: DOI arXiv OpenURL
Zhang, Yangchun; Hu, Jiang; Li, Weiming CLT for linear spectral statistics of high-dimensional sample covariance matrices in elliptical distributions. (English) Zbl 07542997 J. Multivariate Anal. 191, Article ID 105007, 20 p. (2022). MSC: 62H12 62F12 PDF BibTeX XML Cite \textit{Y. Zhang} et al., J. Multivariate Anal. 191, Article ID 105007, 20 p. (2022; Zbl 07542997) Full Text: DOI OpenURL
Chen, Xiaolin; Li, Chenguang; Zhang, Tao; Gao, Zhenlong On correlation rank screening for ultra-high dimensional competing risks data. (English) Zbl 07540763 J. Appl. Stat. 49, No. 7, 1848-1864 (2022). MSC: 62Pxx PDF BibTeX XML Cite \textit{X. Chen} et al., J. Appl. Stat. 49, No. 7, 1848--1864 (2022; Zbl 07540763) Full Text: DOI OpenURL
Freyaldenhoven, Simon Factor models with local factors – determining the number of relevant factors. (English) Zbl 07538791 J. Econom. 229, No. 1, 80-102 (2022). MSC: 62-XX 91-XX PDF BibTeX XML Cite \textit{S. Freyaldenhoven}, J. Econom. 229, No. 1, 80--102 (2022; Zbl 07538791) Full Text: DOI OpenURL
Zi, Xuemin; Chen, Hui Robust tests of the equality of two high-dimensional covariance matrices. (English) Zbl 07535582 Commun. Stat., Theory Methods 51, No. 10, 3120-3141 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{X. Zi} and \textit{H. Chen}, Commun. Stat., Theory Methods 51, No. 10, 3120--3141 (2022; Zbl 07535582) Full Text: DOI OpenURL
Zheng, Yanqiao; Zhao, Xiaobing; Zhang, Xiaoqi Quantile regression for massive data with network-induced dependence, and application to the New York statewide planning and research cooperative system. (English) Zbl 07535574 Commun. Stat., Theory Methods 51, No. 9, 2962-2993 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{Y. Zheng} et al., Commun. Stat., Theory Methods 51, No. 9, 2962--2993 (2022; Zbl 07535574) Full Text: DOI OpenURL
Ouyang, Yanyan; Liu, Jiamin; Tong, Tiejun; Xu, Wangli A rank-based high-dimensional test for equality of mean vectors. (English) Zbl 07533775 Comput. Stat. Data Anal. 173, Article ID 107495, 21 p. (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{Y. Ouyang} et al., Comput. Stat. Data Anal. 173, Article ID 107495, 21 p. (2022; Zbl 07533775) Full Text: DOI OpenURL
Najarzadeh, D. An optimal projection test for zero multiple correlation coefficient in high-dimensional normal data. (English) Zbl 07533591 Commun. Stat., Theory Methods 51, No. 4, 1011-1028 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{D. Najarzadeh}, Commun. Stat., Theory Methods 51, No. 4, 1011--1028 (2022; Zbl 07533591) Full Text: DOI OpenURL
Cao, Mingxiang; He, Yuanjing A high-dimensional test on linear hypothesis of means under a low-dimensional factor model. (English) Zbl 07532796 Metrika 85, No. 5, 557-572 (2022). MSC: 62H15 62E20 PDF BibTeX XML Cite \textit{M. Cao} and \textit{Y. He}, Metrika 85, No. 5, 557--572 (2022; Zbl 07532796) Full Text: DOI OpenURL
Xia, Yafeng; Zhang, Lirong; Zhang, Aiping Variable selection for partially varying coefficient model based on modal regression under high dimensional data. (English) Zbl 07532270 Commun. Stat., Theory Methods 51, No. 1, 232-248 (2022). MSC: 62G05 62G08 62-XX PDF BibTeX XML Cite \textit{Y. Xia} et al., Commun. Stat., Theory Methods 51, No. 1, 232--248 (2022; Zbl 07532270) Full Text: DOI OpenURL
Li, Weiming; Xu, Yangchang Asymptotic properties of high-dimensional spatial median in elliptical distributions with application. (English) Zbl 07530673 J. Multivariate Anal. 190, Article ID 104975, 17 p. (2022). MSC: 62H15 62F12 PDF BibTeX XML Cite \textit{W. Li} and \textit{Y. Xu}, J. Multivariate Anal. 190, Article ID 104975, 17 p. (2022; Zbl 07530673) Full Text: DOI OpenURL
Ghosh, Satyajit; Tan, Zhiqiang Doubly robust semiparametric inference using regularized calibrated estimation with high-dimensional data. (English) Zbl 07526602 Bernoulli 28, No. 3, 1675-1703 (2022). MSC: 62Gxx 62Jxx 62Fxx PDF BibTeX XML Cite \textit{S. Ghosh} and \textit{Z. Tan}, Bernoulli 28, No. 3, 1675--1703 (2022; Zbl 07526602) Full Text: DOI Link OpenURL
Bellec, Pierre C.; Zhang, Cun-Hui De-biasing the Lasso with degrees-of-freedom adjustment. (English) Zbl 07526563 Bernoulli 28, No. 2, 713-743 (2022). MSC: 62-XX 94-XX PDF BibTeX XML Cite \textit{P. C. Bellec} and \textit{C.-H. Zhang}, Bernoulli 28, No. 2, 713--743 (2022; Zbl 07526563) Full Text: DOI Link OpenURL
Pavlenko, Tatjana; Stepanova, Natalia; Thompson, Lee Adaptive threshold-based classification of sparse high-dimensional data. (English) Zbl 07524967 Electron. J. Stat. 16, No. 1, 1952-1996 (2022). MSC: 62H30 62H12 62E20 PDF BibTeX XML Cite \textit{T. Pavlenko} et al., Electron. J. Stat. 16, No. 1, 1952--1996 (2022; Zbl 07524967) Full Text: DOI Link OpenURL
Han, Yuefeng; Chen, Rong; Zhang, Cun-Hui Rank determination in tensor factor model. (English) Zbl 07524962 Electron. J. Stat. 16, No. 1, 1726-1803 (2022). MSC: 62H25 62H12 62F07 PDF BibTeX XML Cite \textit{Y. Han} et al., Electron. J. Stat. 16, No. 1, 1726--1803 (2022; Zbl 07524962) Full Text: DOI Link OpenURL
Yu, Mengjia; Chen, Xiaohui A robust bootstrap change point test for high-dimensional location parameter. (English) Zbl 07524948 Electron. J. Stat. 16, No. 1, 1096-1152 (2022). MSC: 62F40 62G35 62E17 PDF BibTeX XML Cite \textit{M. Yu} and \textit{X. Chen}, Electron. J. Stat. 16, No. 1, 1096--1152 (2022; Zbl 07524948) Full Text: DOI Link OpenURL
Chongcharoen, Samruam; Paksaranuwat, Pawat; Kingphai, Kunjira One-sided multivariate test for two population means with common unknown covariance matrices of high-dimensional data. (English) Zbl 1486.62167 Thail. Stat. 20, No. 2, 412-419 (2022). MSC: 62H15 62P10 PDF BibTeX XML Cite \textit{S. Chongcharoen} et al., Thail. Stat. 20, No. 2, 412--419 (2022; Zbl 1486.62167) Full Text: Link OpenURL
Zhu, Tianming; Zhang, Jin-Ting Linear hypothesis testing in high-dimensional one-way MANOVA: a new normal reference approach. (English) Zbl 07523990 Comput. Stat. 37, No. 1, 1-27 (2022). MSC: 65C60 PDF BibTeX XML Cite \textit{T. Zhu} and \textit{J.-T. Zhang}, Comput. Stat. 37, No. 1, 1--27 (2022; Zbl 07523990) Full Text: DOI OpenURL
Santos-Fernandez, Edgar; Denti, Francesco; Mengersen, Kerrie; Mira, Antonietta The role of intrinsic dimension in high-resolution player tracking data – insights in basketball. (English) Zbl 07522936 Ann. Appl. Stat. 16, No. 1, 326-348 (2022). MSC: 62Pxx PDF BibTeX XML Cite \textit{E. Santos-Fernandez} et al., Ann. Appl. Stat. 16, No. 1, 326--348 (2022; Zbl 07522936) Full Text: DOI OpenURL
Feng, Long; Jiang, Tiefeng; Liu, Binghui; Xiong, Wei Max-sum tests for cross-sectional independence of high-dimensional panel data. (English) Zbl 1487.62054 Ann. Stat. 50, No. 2, 1124-1143 (2022). MSC: 62H15 62F05 PDF BibTeX XML Cite \textit{L. Feng} et al., Ann. Stat. 50, No. 2, 1124--1143 (2022; Zbl 1487.62054) Full Text: DOI OpenURL
Tan, Guanru; Huang, Boyu; Cui, Zhihan; Dou, Haowen; Zheng, Shiqiang; Zhou, Teng A noise-immune reinforcement learning method for early diagnosis of neuropsychiatric systemic lupus erythematosus. (English) Zbl 1490.92035 Math. Biosci. Eng. 19, No. 3, 2219-2239 (2022). MSC: 92C50 68T07 PDF BibTeX XML Cite \textit{G. Tan} et al., Math. Biosci. Eng. 19, No. 3, 2219--2239 (2022; Zbl 1490.92035) Full Text: DOI OpenURL
Zou, Tingting; Zheng, Shurong; Bai, Zhidong; Yao, Jianfeng; Zhu, Hongtu CLT for linear spectral statistics of large dimensional sample covariance matrices with dependent data. (English) Zbl 1486.60048 Stat. Pap. 63, No. 2, 605-664 (2022). MSC: 60F05 15B52 62E20 PDF BibTeX XML Cite \textit{T. Zou} et al., Stat. Pap. 63, No. 2, 605--664 (2022; Zbl 1486.60048) Full Text: DOI arXiv OpenURL
Silva, Ivair R.; Zhuang, Yan; da Silva Junior, Julio C. A. Kronecker delta method for testing independence between two vectors in high-dimension. (English) Zbl 07504795 Stat. Pap. 63, No. 2, 343-365 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{I. R. Silva} et al., Stat. Pap. 63, No. 2, 343--365 (2022; Zbl 07504795) Full Text: DOI OpenURL
Lv, Jing; Li, Jialiang High-dimensional varying index coefficient quantile regression model. (English) Zbl 07500439 Stat. Sin. 32, No. 2, 673-694 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{J. Lv} and \textit{J. Li}, Stat. Sin. 32, No. 2, 673--694 (2022; Zbl 07500439) Full Text: DOI OpenURL
Beyhum, Jad; El Ghouch, Anouar; Portier, François; van Keilegom, Ingrid On an extension of the promotion time cure model. (English) Zbl 1486.62255 Ann. Stat. 50, No. 1, 537-559 (2022). MSC: 62N01 62N02 62G05 62G20 62P10 PDF BibTeX XML Cite \textit{J. Beyhum} et al., Ann. Stat. 50, No. 1, 537--559 (2022; Zbl 1486.62255) Full Text: DOI OpenURL
Chen, Bo; Wang, Hai-meng High-dimensional tests for mean vector: approaches without estimating the mean vector directly. (English) Zbl 07490419 Acta Math. Appl. Sin., Engl. Ser. 38, No. 1, 78-86 (2022). MSC: 62H15 62G32 PDF BibTeX XML Cite \textit{B. Chen} and \textit{H.-m. Wang}, Acta Math. Appl. Sin., Engl. Ser. 38, No. 1, 78--86 (2022; Zbl 07490419) Full Text: DOI OpenURL
Najarzadeh, Dariush Conservative confidence intervals on multiple correlation coefficient for high-dimensional elliptical data using random projection methodology. (English) Zbl 07484710 J. Appl. Stat. 49, No. 1, 64-85 (2022). MSC: 62Pxx PDF BibTeX XML Cite \textit{D. Najarzadeh}, J. Appl. Stat. 49, No. 1, 64--85 (2022; Zbl 07484710) Full Text: DOI OpenURL
Liang, Wanfeng; Wu, Yue; Ma, Xiaoyan Robust sparse precision matrix estimation for high-dimensional compositional data. (English) Zbl 1481.62027 Stat. Probab. Lett. 184, Article ID 109379, 8 p. (2022). MSC: 62H12 62F35 62-08 PDF BibTeX XML Cite \textit{W. Liang} et al., Stat. Probab. Lett. 184, Article ID 109379, 8 p. (2022; Zbl 1481.62027) Full Text: DOI OpenURL
Zhang, Jingru; Chen, Hao Graph-based two-sample tests for data with repeated observations. (English) Zbl 07484124 Stat. Sin. 32, No. 1, 391-415 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{J. Zhang} and \textit{H. Chen}, Stat. Sin. 32, No. 1, 391--415 (2022; Zbl 07484124) Full Text: DOI arXiv OpenURL
Zhang, Huiming; Jia, Jinzhu Elastic-net regularized high-dimensional negative binomial regression: consistency and weak signal detection. (English) Zbl 07484115 Stat. Sin. 32, No. 1, 181-207 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{H. Zhang} and \textit{J. Jia}, Stat. Sin. 32, No. 1, 181--207 (2022; Zbl 07484115) Full Text: DOI arXiv OpenURL
Kong, Efang; Wang, Lengyang; Xia, Yingcun; Liu, Jin A permutation test for two-sample means and signal identification of high-dimensional data. (English) Zbl 07484110 Stat. Sin. 32, No. 1, 89-108 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{E. Kong} et al., Stat. Sin. 32, No. 1, 89--108 (2022; Zbl 07484110) Full Text: DOI OpenURL
Little, Anna; McKenzie, Daniel; Murphy, James M. Balancing geometry and density: path distances on high-dimensional data. (English) Zbl 07482304 SIAM J. Math. Data Sci. 4, No. 1, 72-99 (2022). MSC: 62H30 68T09 PDF BibTeX XML Cite \textit{A. Little} et al., SIAM J. Math. Data Sci. 4, No. 1, 72--99 (2022; Zbl 07482304) Full Text: DOI arXiv OpenURL
Bando, Takuma; Sei, Tomonari; Yata, Kazuyoshi Consistency of the objective general index in high-dimensional settings. (English) Zbl 07482271 J. Multivariate Anal. 189, Article ID 104938, 13 p. (2022). MSC: 62H12 62F12 PDF BibTeX XML Cite \textit{T. Bando} et al., J. Multivariate Anal. 189, Article ID 104938, 13 p. (2022; Zbl 07482271) Full Text: DOI OpenURL
Cutting, Christine; Paindaveine, Davy; Verdebout, Thomas Testing uniformity on high-dimensional spheres: the non-null behaviour of the Bingham test. (English) Zbl 07481311 Ann. Inst. Henri Poincaré, Probab. Stat. 58, No. 1, 567-602 (2022). MSC: 62F05 62H11 62E20 PDF BibTeX XML Cite \textit{C. Cutting} et al., Ann. Inst. Henri Poincaré, Probab. Stat. 58, No. 1, 567--602 (2022; Zbl 07481311) Full Text: DOI OpenURL
Zhang, Jin-Ting; Zhu, Tianming A new normal reference test for linear hypothesis testing in high-dimensional heteroscedastic one-way MANOVA. (English) Zbl 07476366 Comput. Stat. Data Anal. 168, Article ID 107385, 24 p. (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{J.-T. Zhang} and \textit{T. Zhu}, Comput. Stat. Data Anal. 168, Article ID 107385, 24 p. (2022; Zbl 07476366) Full Text: DOI OpenURL
Zhang, Jin-Ting; Zhu, Tianming A revisit to Bai-Saranadasa’s two-sample test. (English) Zbl 07476212 J. Nonparametric Stat. 34, No. 1, 58-76 (2022). MSC: 62H15 62F03 62Gxx PDF BibTeX XML Cite \textit{J.-T. Zhang} and \textit{T. Zhu}, J. Nonparametric Stat. 34, No. 1, 58--76 (2022; Zbl 07476212) Full Text: DOI OpenURL
Zhang, Jin-Ting; Zhu, Tianming A further study on Chen-Qin’s test for two-sample Behrens-Fisher problems for high-dimensional data. (English) Zbl 1478.62140 J. Stat. Theory Pract. 16, No. 1, Paper No. 1, 32 p. (2022). MSC: 62H15 62E20 62J10 62H10 62P10 PDF BibTeX XML Cite \textit{J.-T. Zhang} and \textit{T. Zhu}, J. Stat. Theory Pract. 16, No. 1, Paper No. 1, 32 p. (2022; Zbl 1478.62140) Full Text: DOI OpenURL
Liu, Jicai; Si, Yuefeng; Niu, Yong; Zhang, Riquan Projection quantile correlation and its use in high-dimensional grouped variable screening. (English) Zbl 07464466 Comput. Stat. Data Anal. 167, Article ID 107369, 23 p. (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{J. Liu} et al., Comput. Stat. Data Anal. 167, Article ID 107369, 23 p. (2022; Zbl 07464466) Full Text: DOI OpenURL
Harrar, Solomon W.; Kong, Xiaoli Recent developments in high-dimensional inference for multivariate data: parametric, semiparametric and nonparametric approaches. (English) Zbl 07451364 J. Multivariate Anal. 188, Article ID 104855, 13 p. (2022). MSC: 62H15 62F03 62G10 PDF BibTeX XML Cite \textit{S. W. Harrar} and \textit{X. Kong}, J. Multivariate Anal. 188, Article ID 104855, 13 p. (2022; Zbl 07451364) Full Text: DOI OpenURL
Li, Yehua; Qiu, Yumou; Xu, Yuhang From multivariate to functional data analysis: fundamentals, recent developments, and emerging areas. (English) Zbl 07451337 J. Multivariate Anal. 188, Article ID 104806, 15 p. (2022). MSC: 62R10 62H25 PDF BibTeX XML Cite \textit{Y. Li} et al., J. Multivariate Anal. 188, Article ID 104806, 15 p. (2022; Zbl 07451337) Full Text: DOI OpenURL
Böhringer, Stefan; Lohmann, Dietmar Exact model comparisons in the plausibility framework. (English) Zbl 1480.62143 J. Stat. Plann. Inference 217, 224-240 (2022). MSC: 62J05 62F03 62P10 PDF BibTeX XML Cite \textit{S. Böhringer} and \textit{D. Lohmann}, J. Stat. Plann. Inference 217, 224--240 (2022; Zbl 1480.62143) Full Text: DOI arXiv OpenURL
Zhang, Jin-Ting; Zhou, Bu; Guo, Jia Linear hypothesis testing in high-dimensional heteroscedastic one-way MANOVA: a normal reference \(L^2\)-norm based test. (English) Zbl 1480.62108 J. Multivariate Anal. 187, Article ID 104816, 19 p. (2022). MSC: 62H15 62F05 62J10 PDF BibTeX XML Cite \textit{J.-T. Zhang} et al., J. Multivariate Anal. 187, Article ID 104816, 19 p. (2022; Zbl 1480.62108) Full Text: DOI OpenURL
Qian, Fang; Zhang, Weiping; Chen, Yu Adaptive banding covariance estimation for high-dimensional multivariate longitudinal data. (English. French summary) Zbl 07566509 Can. J. Stat. 49, No. 3, 906-938 (2021). MSC: 62H12 62F12 PDF BibTeX XML Cite \textit{F. Qian} et al., Can. J. Stat. 49, No. 3, 906--938 (2021; Zbl 07566509) Full Text: DOI OpenURL
Stokell, Benjamin G.; Shah, Rajen D.; Tibshirani, Ryan J. Modelling high-dimensional categorical data using nonconvex fusion penalties. (English) Zbl 07555497 J. R. Stat. Soc., Ser. B, Stat. Methodol. 83, No. 3, 579-611 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{B. G. Stokell} et al., J. R. Stat. Soc., Ser. B, Stat. Methodol. 83, No. 3, 579--611 (2021; Zbl 07555497) Full Text: DOI OpenURL
Qiu, Yumou; Tao, Jing; Zhou, Xiao-Hua Inference of heterogeneous treatment effects using observational data with high-dimensional covariates. (English) Zbl 07555290 J. R. Stat. Soc., Ser. B, Stat. Methodol. 83, No. 5, 1016-1043 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{Y. Qiu} et al., J. R. Stat. Soc., Ser. B, Stat. Methodol. 83, No. 5, 1016--1043 (2021; Zbl 07555290) Full Text: DOI OpenURL
Yu, Mengjia; Chen, Xiaohui Finite sample change point inference and identification for high-dimensional mean vectors. (English) Zbl 07555264 J. R. Stat. Soc., Ser. B, Stat. Methodol. 83, No. 2, 247-270 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{M. Yu} and \textit{X. Chen}, J. R. Stat. Soc., Ser. B, Stat. Methodol. 83, No. 2, 247--270 (2021; Zbl 07555264) Full Text: DOI OpenURL
Li, Ning; Yang, Hu; Yang, Jing Nonnegative estimation and variable selection via adaptive elastic-net for high-dimensional data. (English) Zbl 07553335 Commun. Stat., Simulation Comput. 50, No. 12, 4263-4279 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{N. Li} et al., Commun. Stat., Simulation Comput. 50, No. 12, 4263--4279 (2021; Zbl 07553335) Full Text: DOI OpenURL
Kurnaz, Fatma Sevinç Performances of some high dimensional regression methods: sparse principal component regression. (English) Zbl 07545681 Commun. Stat., Simulation Comput. 50, No. 9, 2529-2543 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{F. S. Kurnaz}, Commun. Stat., Simulation Comput. 50, No. 9, 2529--2543 (2021; Zbl 07545681) Full Text: DOI OpenURL
Maboudou-Tchao, Edgard M. High-dimensional data monitoring using support machines. (English) Zbl 07545645 Commun. Stat., Simulation Comput. 50, No. 7, 1927-1942 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{E. M. Maboudou-Tchao}, Commun. Stat., Simulation Comput. 50, No. 7, 1927--1942 (2021; Zbl 07545645) Full Text: DOI OpenURL
Stephenson, Matthew; Ali, R. Ayesha; Darlington, Gerarda A.; Schenkel, Flavio S.; Squires, E. James DSLRIG: leveraging predictor structure in logistic regression. (English) Zbl 07545626 Commun. Stat., Simulation Comput. 50, No. 6, 1600-1612 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{M. Stephenson} et al., Commun. Stat., Simulation Comput. 50, No. 6, 1600--1612 (2021; Zbl 07545626) Full Text: DOI OpenURL
Gruber, Anthony; Gunzburger, Max; Ju, Lili; Teng, Yuankai; Wang, Zhu Nonlinear level set learning for function approximation on sparse data with applications to parametric differential equations. (English) Zbl 07538528 Numer. Math., Theory Methods Appl. 14, No. 4, 839-861 (2021). MSC: 65D15 65D40 PDF BibTeX XML Cite \textit{A. Gruber} et al., Numer. Math., Theory Methods Appl. 14, No. 4, 839--861 (2021; Zbl 07538528) Full Text: DOI OpenURL
Yu, Wei; Xu, Wangli; Zhu, Lixing Estimating the number of equal components for two high-dimensional mean vectors. (English) Zbl 07532160 Commun. Stat., Theory Methods 50, No. 19, 4617-4638 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{W. Yu} et al., Commun. Stat., Theory Methods 50, No. 19, 4617--4638 (2021; Zbl 07532160) Full Text: DOI OpenURL
Hyodo, Masashi; Nishiyama, Takahiro Simultaneous testing of the mean vector and covariance matrix among \(k\) populations for high-dimensional data. (English) Zbl 07532143 Commun. Stat., Theory Methods 50, No. 3, 663-684 (2021). MSC: 62H15 62F03 62F05 62-XX PDF BibTeX XML Cite \textit{M. Hyodo} and \textit{T. Nishiyama}, Commun. Stat., Theory Methods 50, No. 3, 663--684 (2021; Zbl 07532143) Full Text: DOI OpenURL
Najarzadeh, D. Testing independence in high-dimensional multivariate normal data. (English) Zbl 07530991 Commun. Stat., Theory Methods 50, No. 14, 3421-3435 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{D. Najarzadeh}, Commun. Stat., Theory Methods 50, No. 14, 3421--3435 (2021; Zbl 07530991) Full Text: DOI OpenURL
Lu, Shuiyun; Chen, Xiaolin; Wang, Hong Conditional distance correlation sure independence screening for ultra-high dimensional survival data. (English) Zbl 07530946 Commun. Stat., Theory Methods 50, No. 8, 1936-1953 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{S. Lu} et al., Commun. Stat., Theory Methods 50, No. 8, 1936--1953 (2021; Zbl 07530946) Full Text: DOI OpenURL
Yang, Xin; Li, Bingyue; Tian, Ping Profile regularization after retention variable selection for ultrahigh dimensional partially linear models. (Chinese. English summary) Zbl 1485.62036 Chin. J. Appl. Probab. Stat. 37, No. 6, 551-568 (2021). MSC: 62G05 62G20 PDF BibTeX XML Cite \textit{X. Yang} et al., Chin. J. Appl. Probab. Stat. 37, No. 6, 551--568 (2021; Zbl 1485.62036) Full Text: Link OpenURL
Kamruzzaman, Md.; Kwon, Oran; Park, Taesung Penalized generalized estimating equations approach to longitudinal data with multinomial responses. (English) Zbl 1485.62099 J. Korean Stat. Soc. 50, No. 3, 844-859 (2021). MSC: 62J12 62H12 62P10 PDF BibTeX XML Cite \textit{Md. Kamruzzaman} et al., J. Korean Stat. Soc. 50, No. 3, 844--859 (2021; Zbl 1485.62099) Full Text: DOI OpenURL
Wang, Shao-Hsuan; Yao, Yi-Ching; Chang, Wei-Hau; Tu, I-Ping Quantification of model bias underlying the phenomenon of “Einstein from noise”. (English) Zbl 07513919 Stat. Sin. 31, Spec. Iss., 2355-2379 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{S.-H. Wang} et al., Stat. Sin. 31, 2355--2379 (2021; Zbl 07513919) Full Text: DOI OpenURL
d’Errico, Maria; Facco, Elena; Laio, Alessandro; Rodriguez, Alex Automatic topography of high-dimensional data sets by non-parametric density peak clustering. (English) Zbl 1484.62075 Inf. Sci. 560, 476-492 (2021). MSC: 62H30 62G07 PDF BibTeX XML Cite \textit{M. d'Errico} et al., Inf. Sci. 560, 476--492 (2021; Zbl 1484.62075) Full Text: DOI arXiv OpenURL
Rixner, Maximilian; Koutsourelakis, Phaedon-Stelios A probabilistic generative model for semi-supervised training of coarse-grained surrogates and enforcing physical constraints through virtual observables. (English) Zbl 07508526 J. Comput. Phys. 434, Article ID 110218, 29 p. (2021). MSC: 68Txx 65Nxx 65Cxx PDF BibTeX XML Cite \textit{M. Rixner} and \textit{P.-S. Koutsourelakis}, J. Comput. Phys. 434, Article ID 110218, 29 p. (2021; Zbl 07508526) Full Text: DOI arXiv OpenURL
da Silva, Natalia; Cook, Dianne; Lee, Eun-Kyung A projection pursuit forest algorithm for supervised classification. (English) Zbl 07499944 J. Comput. Graph. Stat. 30, No. 4, 1168-1180 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{N. da Silva} et al., J. Comput. Graph. Stat. 30, No. 4, 1168--1180 (2021; Zbl 07499944) Full Text: DOI arXiv OpenURL
Londschien, Malte; Kovács, Solt; Bühlmann, Peter Change-point detection for graphical models in the presence of missing values. (English) Zbl 07499916 J. Comput. Graph. Stat. 30, No. 3, 768-779 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{M. Londschien} et al., J. Comput. Graph. Stat. 30, No. 3, 768--779 (2021; Zbl 07499916) Full Text: DOI arXiv OpenURL
Valk, Marcio; Cybis, Gabriela Bettella \(U\)-statistical inference for hierarchical clustering. (English) Zbl 07499888 J. Comput. Graph. Stat. 30, No. 1, 133-143 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{M. Valk} and \textit{G. B. Cybis}, J. Comput. Graph. Stat. 30, No. 1, 133--143 (2021; Zbl 07499888) Full Text: DOI OpenURL
Talagala, Priyanga Dilini; Hyndman, Rob J.; Smith-Miles, Kate Anomaly detection in high-dimensional data. (English) Zbl 07499872 J. Comput. Graph. Stat. 30, No. 2, 360-374 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{P. D. Talagala} et al., J. Comput. Graph. Stat. 30, No. 2, 360--374 (2021; Zbl 07499872) Full Text: DOI arXiv OpenURL
Wang, Yanxin; Zhu, Li Coordinate majorization descent algorithm for nonconvex penalized regression. (English) Zbl 07497108 J. Stat. Comput. Simulation 91, No. 13, 2684-2698 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{Y. Wang} and \textit{L. Zhu}, J. Stat. Comput. Simulation 91, No. 13, 2684--2698 (2021; Zbl 07497108) Full Text: DOI OpenURL
Zhang, Zhuan; Shen, Zhenyuan; Wang, Hong; Ng, Shu Kay A fast adaptive Lasso for the Cox regression via safe screening rules. (English) Zbl 07497091 J. Stat. Comput. Simulation 91, No. 14, 3005-3027 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{Z. Zhang} et al., J. Stat. Comput. Simulation 91, No. 14, 3005--3027 (2021; Zbl 07497091) Full Text: DOI OpenURL
Zareifard, Hamid; Rezaei Tabar, Vahid; Plewczynski, Dariusz A Gibbs sampler for learning DAG: a unification for discrete and Gaussian domains. (English) Zbl 07497083 J. Stat. Comput. Simulation 91, No. 14, 2833-2853 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{H. Zareifard} et al., J. Stat. Comput. Simulation 91, No. 14, 2833--2853 (2021; Zbl 07497083) Full Text: DOI OpenURL
Doo, Woojin; Kim, Heeyoung Bayesian variable selection in clustering high-dimensional data via a mixture of finite mixtures. (English) Zbl 07497081 J. Stat. Comput. Simulation 91, No. 12, 2551-2568 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{W. Doo} and \textit{H. Kim}, J. Stat. Comput. Simulation 91, No. 12, 2551--2568 (2021; Zbl 07497081) Full Text: DOI OpenURL
Heuveline, Simon; Said, Salem; Mostajeran, Cyrus Gaussian distributions on Riemannian symmetric spaces in the large \(N\) limit. (English) Zbl 1485.60016 Nielsen, Frank (ed.) et al., Geometric science of information. 5th international conference, GSI 2021, Paris, France, July 21–23, 2021. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 12829, 20-28 (2021). MSC: 60E05 PDF BibTeX XML Cite \textit{S. Heuveline} et al., Lect. Notes Comput. Sci. 12829, 20--28 (2021; Zbl 1485.60016) Full Text: DOI OpenURL