Basu, Tathagata; Troffaes, Matthias C. M. Robust Bayesian causal estimation for causal inference in medical diagnosis. (English) Zbl 07983473 Int. J. Approx. Reasoning 177, Article ID 109330, 16 p. (2025). MSC: 62P10 62F15 62J07 68T37 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Hadba, Wakaa Ali Tweedie regularization model and application. (English) Zbl 07982070 Commun. Stat., Theory Methods 54, No. 6, 1729-1746 (2025). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Yang, Jingying; Bai, Guishu; Qin, Xu High-dimensional partial correlation coefficients: a survey study of estimation methods. (English) Zbl 07982066 Commun. Stat., Theory Methods 54, No. 6, 1637-1660 (2025). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Liu, Zhan; Wang, Dianni; Pan, Yingli Superpopulation model inference for non probability samples under informative sampling with high-dimensional data. (English) Zbl 07982052 Commun. Stat., Theory Methods 54, No. 5, 1370-1390 (2025). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Zhou, Zhiyong A note on sharp oracle bounds for Slope and Lasso. (English) Zbl 07980251 Commun. Stat., Theory Methods 54, No. 4, 949-967 (2025). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Luo, Saidi; Tian, Songtao Equivalence of state equations from different methods in high-dimensional regression. (English) Zbl 07980245 Commun. Stat., Theory Methods 54, No. 3, 850-863 (2025). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Li, Jianghao; Hong, Shizhe; Niu, Zhenzhen; Bai, Zhidong Test for high-dimensional linear hypothesis of mean vectors via random integration. (English) Zbl 07980223 Stat. Pap. 66, No. 1, Paper No. 8, 34 p. (2025). MSC: 62H15 62E20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Kong, Efang; Liu, Yu; Xia, Yingcun Power boosting: fusion of multiple test statistics via resampling. (English) Zbl 07975369 Stat. Sin. 35, No. 1, 293-319 (2025). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Liu, Chang; Martin, Ryan; Shen, Weining Empirical priors and posterior concentration in a piecewise polynomial sequence model. (English) Zbl 07975366 Stat. Sin. 35, No. 1, 225-247 (2025). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Liu, Linbo; Zhang, Danna A Bernstein-type inequality for high dimensional linear processes with applications to robust estimation of time series regressions. (English) Zbl 07975362 Stat. Sin. 35, No. 1, 151-170 (2025). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Zhao, Qian; Candes, Emmanuel J. An adaptively resized parametric bootstrap for inference in high-dimensional generalized linear models. (English) Zbl 07975360 Stat. Sin. 35, No. 1, 91-110 (2025). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Zhang, Zhengqi; Li, Jing; Liu, Bin Annealed adaptive importance sampling method in PINNs for solving high dimensional partial differential equations. (English) Zbl 07974296 J. Comput. Phys. 521, Part 1, Article ID 113561, 28 p. (2025). MSC: 65-XX 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Zhang, Chaoli; Zhou, Zhijie; Luo, Jiayu; Wang, Jie Statistical feature likelihood evidential reasoning rule for equipment health state assessment considering asynchronous unequal interval data. (English) Zbl 07968989 Inf. Sci. 692, Article ID 121650, 26 p. (2025). MSC: 62-XX 68-XX × Cite Format Result Cite Review PDF Full Text: DOI
Yu, Guangquan; Li, Ning; Chen, Cheng; Zhang, Xiaohang A novel global prediction framework for multi-response models in reliability engineering using adaptive sampling and active subspace methods. (English) Zbl 07967169 Comput. Methods Appl. Mech. Eng. 433, Part A, Article ID 117506, 20 p. (2025). MSC: 62-XX 93-XX × Cite Format Result Cite Review PDF Full Text: DOI
Su, Pei-Chun; Wu, Hau-Tieng Data-driven optimal shrinkage of singular values under high-dimensional noise with separable covariance structure with application. (English) Zbl 07957705 Appl. Comput. Harmon. Anal. 74, Article ID 101698, 20 p. (2025). MSC: 62-XX 65-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Chen, Baiyang; Yuan, Zhong; Peng, Dezhong; Chen, Xiaoliang; Chen, Hongmei; Chen, Yingke Integrating granular computing with density estimation for anomaly detection in high-dimensional heterogeneous data. (English) Zbl 07950792 Inf. Sci. 690, Article ID 121566, 17 p. (2025). MSC: 62-XX 68-XX × Cite Format Result Cite Review PDF Full Text: DOI
Kim, Jaehoan; Park, Junyong; Park, Hoyoung High dimensional discriminant rules with shrinkage estimators of the covariance matrix and mean vector. (English) Zbl 07923804 J. Stat. Plann. Inference 234, Article ID 106199, 21 p. (2025). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Abusaleh, Somayeh; Najarzadeh, Dariush Simple tests on multiple correlation coefficient in high-dimensional normal data. (English) Zbl 07983423 Stat. Methods Appl. 33, No. 5, 1381-1401 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Gallego, Vicente; Oller, Ramon A kernel approach for extending nonparametric multivariate analysis of variance in high-dimensional settings. (English) Zbl 07983421 Stat. Methods Appl. 33, No. 5, 1315-1335 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Basu, Ayanendranath; Ghosh, Abhik; Jaenada, Maria; Pardo, Leandro Robust adaptive Lasso in high-dimensional logistic regression. (English) Zbl 07983419 Stat. Methods Appl. 33, No. 5, 1217-1249 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Zhao, Wenbiao; Zhu, Lixing; Tan, Falong Multiple change point detection for high-dimensional data. (English) Zbl 07982688 Test 33, No. 3, 809-846 (2024). MSC: 62M10 62H15 62G20 × Cite Format Result Cite Review PDF Full Text: DOI
Cheng, Guanghui; Lin, Ruitao; Peng, Liuhua High-dimensional multivariate analysis of variance via geometric median and bootstrapping. (English) Zbl 07982273 Biometrics 80, No. 3, Article ID ujae088, 13 p. (2024). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Li, Huimin; Zhu, Bencong; Jiang, Xi; Guo, Lei; Xie, Yang; Xu, Lin; Li, Qiwei An interpretable Bayesian clustering approach with feature selection for analyzing spatially resolved transcriptomics data. (English) Zbl 07982251 Biometrics 80, No. 3, Article ID ujae066, 12 p. (2024). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Dai, Ran; Li, Ruiyang; Lee, Seonjoo; Liu, Ying Controlling false discovery rate for mediator selection in high-dimensional data. (English) Zbl 07982249 Biometrics 80, No. 3, Article ID ujae064, 9 p. (2024). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Quaye, George Ekow; Lee, Wen-Yee; Noriega Landa, Elizabeth; Badmos, Sabur; Holbrook, Kiana L.; Su, Xiaogang Urinary volatile organic compounds (VOCs) based prostate cancer diagnosis via high-dimensional classification. (English) Zbl 07982089 J. Appl. Stat. 51, No. 16, 3468-3485 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Li, Yuyang; Bi, Jianxin; Liu, Jingyuan; Yang, Ying A supervised weeding method to cluster high dimensional predictors with application to job market analysis. (English) Zbl 07982083 J. Appl. Stat. 51, No. 16, 3350-3365 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Tanaka, Shuntaro; Matsui, Hidetoshi Variable screening via truncated common factors for high-dimensional data with multicollinearity. (English) Zbl 07978861 Bull. Inf. Cybern. 56, No. 6, 1-16 (2024). MSC: 62-XX 68-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Modak, Dr. Soumita Evaluation of the number of clusters in a data set using \(p\)-values from multiple tests of hypotheses. (English) Zbl 07978799 Commun. Stat., Theory Methods 53, No. 24, 8878-8889 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Tian, Ye; Rusinek, Henry; Masurkar, Arjun V.; Feng, Yang \(\ell_1\)-penalized multinomial regression: estimation, inference, and prediction, with an application to risk factor identification for different dementia subtypes. (English) Zbl 07978757 Stat. Med. 43, No. 30, 5711-5747 (2024). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Jiang, Fei; Zhao, Ge; Rodriguez-Monguio, Rosa; Ma, Yanyuan Causal effect estimation in survival analysis with high dimensional confounders. (English) Zbl 07978452 Biometrics 80, No. 4, Article ID ujae110, 10 p. (2024). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Düker, Marie-Christine; Lund, Robert; Pipiras, Vladas High-dimensional latent Gaussian count time series: concentration results for autocovariances and applications. (English) Zbl 07977775 Electron. J. Stat. 18, No. 2, 5484-5562 (2024). MSC: 62H20 62H12 62M10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Coeurjolly, Jean-François; Espinasse, Thibault; Fougères, Anne-Laure; Ribatet, Mathieu Spatio-temporal point process intensity estimation using zero-deflated subsampling applied to a lightning strikes dataset in France. (English) Zbl 07977772 Electron. J. Stat. 18, No. 2, 5370-5404 (2024). MSC: 60G55 62P12 62M30 62M09 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Ham, Daeyoung; Rothman, Adam J. Fitted value shrinkage. (English) Zbl 07977750 Electron. J. Stat. 18, No. 2, 4499-4525 (2024). MSC: 62-XX 65-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Kaufmann, Lea; Kateri, Maria Simultaneous factors selection and fusion of their levels in penalized logistic regression. (English) Zbl 07977744 Electron. J. Stat. 18, No. 2, 4235-4291 (2024). MSC: 62-XX 68-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Bhattacharya, Sohom; Fan, Jianqing; Mukherjee, Debarghya Deep neural networks for nonparametric interaction models with diverging dimension. (English) Zbl 07976242 Ann. Stat. 52, No. 6, 2738-2766 (2024). MSC: 62G08 62M45 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Urbas, Szymon; Lovera, Pierre; Daly, Robert; O’Riordan, Alan; Berry, Donagh; Gormley, Isobel Claire Predicting milk traits from spectral data using Bayesian probabilistic partial least squares regression. (English) Zbl 07969354 Ann. Appl. Stat. 18, No. 4, 3486-3506 (2024). MSC: 62Pxx × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Cordoni, Francesco; Sancetta, Alessio Consistent causal inference for high-dimensional time series. (English) Zbl 07968540 J. Econom. 246, No. 1-2, Article ID 105902, 19 p. (2024). MSC: 62-XX 91-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Bai, Jushan; Duan, Jiangtao; Han, Xu Reprint of: The likelihood ratio test for structural changes in factor models. (English) Zbl 07968515 J. Econom. 244, No. 2, Article ID 105745, 23 p. (2024). MSC: 62-XX 91-XX × Cite Format Result Cite Review PDF Full Text: DOI
Beyhum, Jad; Striaukas, Jonas Testing for sparse idiosyncratic components in factor-augmented regression models. (English) Zbl 07968497 J. Econom. 244, No. 1, Article ID 105845, 12 p. (2024). MSC: 62-XX 91-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Shan, Junhao; Wang, Lei Optimal Poisson subsampling decorrelated score for high-dimensional generalized linear models. (English) Zbl 07966591 J. Appl. Stat. 51, No. 14, 2719-2743 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Zhu, Tianming; Wang, Pengfei; Zhang, Jin-Ting Two-sample Behrens-Fisher problems for high-dimensional data: a normal reference \(F\)-type test. (English) Zbl 07965541 Comput. Stat. 39, No. 6, 3207-3230 (2024). MSC: 62-08 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Zhao, Ping; Chen, Dachuan; Wang, Zhaojun Spatial-sign-based high-dimensional white noises test. (English) Zbl 07964719 Stat. Theory Relat. Fields 8, No. 4, 251-261 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Ebadi, Mohsen; Chenouri, Shoja’eddin; Steiner, Stefan H. On monitoring high-dimensional processes with individual observations. (English) Zbl 07963638 Nav. Res. Logist. 71, No. 8, 1133-1146 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Wang, Yuhao; Shah, Rajen D. Debiased inverse propensity score weighting for estimation of average treatment effects with high-dimensional confounders. (English) Zbl 07961545 Ann. Stat. 52, No. 5, 1978-2003 (2024). MSC: 62D20 62E17 62F12 62J12 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Zanboori, Ahmadreza; Zanboori, Ehsan; Mousavi, Maryam; Mirjalili, Sayyed Mahmoud Bayesian Stein-type shrinkage estimators in high-dimensional linear regression models. (English) Zbl 07961213 São Paulo J. Math. Sci. 18, No. 2, 1889-1914 (2024). MSC: 62J12 62J07 62E20 62F25 × Cite Format Result Cite Review PDF Full Text: DOI
Bach, Philipp; Chernozhukov, Victor; Spindler, Martin Heterogeneity in the US gender wage gap. (English) Zbl 07960388 J. R. Stat. Soc., Ser. A, Stat. Soc. 187, No. 1, 209-230 (2024). MSC: 62Pxx 60J05 × Cite Format Result Cite Review PDF Full Text: DOI
Linero, Antonio R. In nonparametric and high-dimensional models, Bayesian ignorability is an informative prior. (English) Zbl 07956488 J. Am. Stat. Assoc. 119, No. 548, 2785-2798 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Fan, Jianqing; Gu, Yihong Factor augmented sparse throughput deep ReLU neural networks for high dimensional regression. (English) Zbl 07956480 J. Am. Stat. Assoc. 119, No. 548, 2680-2694 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Chakraborty, Antik; Ou, Rihui; Dunson, David B. Bayesian inference on high-dimensional multivariate binary responses. (English) Zbl 07956470 J. Am. Stat. Assoc. 119, No. 548, 2560-2571 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Zhou, Bowen; Chen, Hantao; Wang, Cheng Statistical inference on kurtosis of independent component model. (English) Zbl 07956234 Random Matrices Theory Appl. 13, No. 4, Article ID 2450018, 22 p. (2024). MSC: 62H10 15B52 62H15 × Cite Format Result Cite Review PDF Full Text: DOI
Bhattacharjee, Monika; Bose, Arup Spectrum of high-dimensional sample covariance and related matrices: a selective review. (English) Zbl 07951267 Athreya, Siva (ed.) et al., Probability and stochastic processes. A volume in honour of Rajeeva L. Karandikar. Singpore: Springer. Indian Stat. Inst. Ser., 11-67 (2024). MSC: 60Hxx 60B20 46L54 × Cite Format Result Cite Review PDF Full Text: DOI
Yuan, Zihao; Chen, Jiaqing; Qiu, Han; Wang, Houxiang; Huang, Yangxin Adaptive sufficient sparse clustering by controlling false discovery. (English) Zbl 07949298 Stat. Comput. 34, No. 6, Paper No. 193, 36 p. (2024). MSC: 62-08 62H30 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Wen, Jiawei; Yang, Songshan; Zhao, Delin Nonconvex Dantzig selector and its parallel computing algorithm. (English) Zbl 07949285 Stat. Comput. 34, No. 6, Paper No. 180, 21 p. (2024). MSC: 62-08 62J05 62J07 × Cite Format Result Cite Review PDF Full Text: DOI
Mao, Junfan; Gao, Zhigen; Jing, Bing-Yi; Guo, Jianhua On the statistical analysis of high-dimensional factor models. (English) Zbl 07946065 Stat. Pap. 65, No. 8, 4991-5019 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Li, Xinru; Song, Eunhye Projected Gaussian Markov improvement algorithm for high-dimensional discrete optimization via simulation. (English) Zbl 1548.90028 ACM Trans. Model. Comput. Simul. 34, No. 3, Article No. 14, 29 p. (2024). MSC: 90-10 62-08 62M40 65C40 65K10 × Cite Format Result Cite Review PDF Full Text: DOI
Kim, Sangahn; Turkoz, Mehmet; Jeong, Myong K.; Elsayed, Elsayed A. Monitoring of group-structured high-dimensional processes via sparse group Lasso. (English) Zbl 07944897 Ann. Oper. Res. 340, No. 2-3, 891-911 (2024). MSC: 62Jxx 62Pxx 65Cxx × Cite Format Result Cite Review PDF Full Text: DOI
Song, Hoseung; Chen, Hao Generalized kernel two-sample tests. (English) Zbl 07943944 Biometrika 111, No. 3, 755-770 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Bing, Xin; Wegkamp, Marten Interpolating discriminant functions in high-dimensional Gaussian latent mixtures. (English) Zbl 07943914 Biometrika 111, No. 1, 291-308 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Han, Ruijian; Luo, Lan; Lin, Yuanyuan; Huang, Jian Online inference with debiased stochastic gradient descent. (English) Zbl 07943904 Biometrika 111, No. 1, 93-108 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Zhang, Zihan; Mou, Shancong; Gahrooei, Mostafa Reisi; Pacella, Massimo; Shi, Jianjun Federated multiple tensor-on-tensor regression (FedMTOT) for multimodal data under data-sharing constraints. (English) Zbl 07943393 Technometrics 66, No. 4, 548-560 (2024). MSC: 62Pxx × Cite Format Result Cite Review PDF Full Text: DOI
Dolski, Tamara; Spiller, Elaine T.; Minkoff, Susan E. Gaussian process emulation for high-dimensional coupled systems. (English) Zbl 07943380 Technometrics 66, No. 3, 455-469 (2024). MSC: 62Pxx × Cite Format Result Cite Review PDF Full Text: DOI
Pan, Yue; Pan, Jiazhu Threshold network GARCH model. (English) Zbl 07942721 J. Time Ser. Anal. 45, No. 6, 910-930 (2024). MSC: 62Mxx 62M10 62H25 × Cite Format Result Cite Review PDF Full Text: DOI
Bing, Xin; Cheng, Wei; Feng, Huijie; Ning, Yang Inference in high-dimensional multivariate response regression with hidden variables. (English) Zbl 07937798 J. Am. Stat. Assoc. 119, No. 547, 2066-2077 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Guo, Zijian Statistical inference for maximin effects: identifying stable associations across multiple studies. (English) Zbl 07937791 J. Am. Stat. Assoc. 119, No. 547, 1968-1984 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Kurisu, Daisuke; Kato, Kengo; Shao, Xiaofeng Gaussian approximation and spatially dependent wild bootstrap for high-dimensional spatial data. (English) Zbl 07937779 J. Am. Stat. Assoc. 119, No. 547, 1820-1832 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Zhang, Maoyu; Song, Yan; Dai, Wenlin Fast robust location and scatter estimation: a depth-based method. (English) Zbl 07937309 Technometrics 66, No. 1, 14-27 (2024). MSC: 62Pxx × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Chan, Moses Y.-H.; Plumlee, Matthew; Wild, Stefan M. Constructing a simulation surrogate with partially observed output. (English) Zbl 07937308 Technometrics 66, No. 1, 1-13 (2024). MSC: 62Pxx × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Li, Yunxiao; Hu, Yi-Juan; Satten, Glen A. MERIT: controlling Monte-Carlo error rate in large-scale Monte-Carlo hypothesis testing. (English) Zbl 1548.62366 Stat. Med. 43, No. 2, 279-295 (2024). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Li, Xiang; Li, Yu-Ning; Zhang, Li-Xin; Zhao, Jun Inference for high-dimensional linear expectile regression with de-biasing method. (English) Zbl 1547.62023 Comput. Stat. Data Anal. 198, Article ID 107997, 23 p. (2024). MSC: 62-08 × Cite Format Result Cite Review PDF Full Text: DOI
Ouyang, Jiarong; Cao, Xuan Consistent skinny Gibbs in probit regression. (English) Zbl 1547.62030 Comput. Stat. Data Anal. 198, Article ID 107993, 27 p. (2024). MSC: 62-08 × Cite Format Result Cite Review PDF Full Text: DOI
Yang, Weichao; Guo, Xu; Zhu, Lixing Tests for high-dimensional generalized linear models under general covariance structure. (English) Zbl 1547.62039 Comput. Stat. Data Anal. 199, Article ID 108026, 19 p. (2024). MSC: 62-08 × Cite Format Result Cite Review PDF Full Text: DOI
Dovì, Max-Sebastian; Kock, Anders Bredahl; Mavroeidis, Sophocles A ridge-regularized jackknifed Anderson-Rubin test. (English) Zbl 1547.62703 J. Bus. Econ. Stat. 42, No. 3, 1083-1094 (2024). MSC: 62P20 × Cite Format Result Cite Review PDF Full Text: DOI
Bernardi, Mauro; Bianchi, Daniele; Bianco, Nicolas Variational inference for large Bayesian vector autoregressions. (English) Zbl 1547.62617 J. Bus. Econ. Stat. 42, No. 3, 1066-1082 (2024). MSC: 62P20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Xia, Qiang; Zhang, Xianyang Adaptive testing for alphas in high-dimensional factor pricing models. (English) Zbl 1547.62954 J. Bus. Econ. Stat. 42, No. 2, 640-653 (2024). MSC: 62P20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Frommlet, Florian A neutral comparison of algorithms to minimize \(L_0\) penalties for high-dimensional variable selection. (English) Zbl 1547.62230 Biom. J. 66, No. 1, Article ID 2200207, 20 p. (2024). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Sahin, Özge; Czado, Claudia High-dimensional sparse vine copula regression with application to genomic prediction. (English) Zbl 1547.62440 Biometrics 80, No. 1, Article ID ujad042, 9 p. (2024). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Qu, Yidi; Shu, Lianjie; Xu, Jinfeng An adaptive weighted component test for high-dimensional means. (English) Zbl 07928669 Stat. Sin. 34, No. 4, 1951-1971 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Lu, Zihang; Chandra, Noirrit Kiran A sparse factor model for clustering high-dimensional longitudinal data. (English) Zbl 1545.62445 Stat. Med. 43, No. 19, 3633-3648 (2024). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Wang, Guanbo; Lian, Yi; Yang, Archer Y.; Platt, Robert W.; Wang, Rui; Perreault, Sylvie; Dorais, Marc; Schnitzer, Mireille E. Structured learning in time-dependent Cox models. (English) Zbl 1545.62626 Stat. Med. 43, No. 17, 3164-3183 (2024). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Hauser, Paloma; Tan, Xianming; Chen, Fang; Chen, Ronald C.; Ibrahim, Joseph G. Bayesian joint modeling of high-dimensional discrete multivariate longitudinal data using generalized linear mixed models. (English) Zbl 07923932 Ann. Appl. Stat. 18, No. 3, 2326-2341 (2024). MSC: 62Pxx × Cite Format Result Cite Review PDF Full Text: DOI Link
Li, Didong; Jones, Andrew; Engelhardt, Barbara Probabilistic contrastive dimension reduction for case-control study data. (English) Zbl 07923926 Ann. Appl. Stat. 18, No. 3, 2207-2229 (2024). MSC: 62Pxx × Cite Format Result Cite Review PDF Full Text: DOI Link
Li, Yujia; Liu, Peng; Wang, Wenjia; Zong, Wei; Fang, Yusi; Ren, Zhao; Tang, Lu; Celedón, Juan C.; Oesterreich, Steffi; Tseng, George C. Outcome-guided disease subtyping by generative model and weighted joint likelihood in transcriptomic applications. (English) Zbl 07923914 Ann. Appl. Stat. 18, No. 3, 1947-1964 (2024). MSC: 62Pxx × Cite Format Result Cite Review PDF Full Text: DOI Link
Lingjærde, Camilla; Fairfax, Benjamin P.; Richardson, Sylvia; Ruffieux, Hélène Scalable multiple network inference with the joint graphical horseshoe. (English) Zbl 07923912 Ann. Appl. Stat. 18, No. 3, 1899-1923 (2024). MSC: 62Pxx × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Consagra, William; Cole, Martin; Qiu, Xing; Zhang, Zhengwu Continuous and atlas-free analysis of brain structural connectivity. (English) Zbl 07923908 Ann. Appl. Stat. 18, No. 3, 1815-1839 (2024). MSC: 62Pxx × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Zhou, Bu; Ong, Zhi Peng; Zhang, Jin-Ting A new maximum mean discrepancy based two-sample test for equal distributions in separable metric spaces. (English) Zbl 1545.62164 Stat. Comput. 34, No. 5, Paper No. 172, 19 p. (2024). MSC: 62-08 62H15 62E20 62R10 × Cite Format Result Cite Review PDF Full Text: DOI
Zhang, Yu; Feng, Long Adaptive rank-based tests for high dimensional mean problems. (English) Zbl 1545.62178 Stat. Probab. Lett. 214, Article ID 110226, 11 p. (2024). MSC: 62H15 62E20 62G10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Yan, Han; Lu, Shuhan; Zhang, Sanguo The cluster D-trace loss for differential network analysis. (English) Zbl 07912611 J. Appl. Stat. 51, No. 10, 1843-1860 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI Link
Masioti, Marina; Li-Wai-Suen, Connie S. N.; Prendergast, Luke A.; Shaker, Amanda A note on switching eigenvalues under small perturbations. (English) Zbl 07905920 Commun. Stat., Theory Methods 53, No. 20, 7311-7325 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Cho, Haeran; Owens, Dom High-dimensional data segmentation in regression settings permitting temporal dependence and non-Gaussianity. (English) Zbl 07905757 Electron. J. Stat. 18, No. 1, 2620-2664 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Göbler, Konstantin; Drton, Mathias; Mukherjee, Sach; Miloschewski, Anne High-dimensional undirected graphical models for arbitrary mixed data. (English) Zbl 07905751 Electron. J. Stat. 18, No. 1, 2339-2404 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Wu, Xue; Chen, Chixiang; Li, Zheng; Zhang, Lijun; Chinchilli, Vernon M.; Wang, Ming A three-stage approach to identify biomarker signatures for cancer genetic data with survival endpoints. (English) Zbl 07905234 Stat. Methods Appl. 33, No. 3, 863-883 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Cheng, Xuewei; Li, Gang; Wang, Hong The concordance filter: an adaptive model-free feature screening procedure. (English) Zbl 07904624 Comput. Stat. 39, No. 5, 2413-2436 (2024). MSC: 62-08 × Cite Format Result Cite Review PDF Full Text: DOI
Yang, Yang; Yang, Yanjiao; Wang, Lichun Sparse estimation of linear model via Bayesian method. (English) Zbl 07904611 Comput. Stat. 39, No. 4, 2011-2038 (2024). MSC: 62-08 × Cite Format Result Cite Review PDF Full Text: DOI
He, Baihua; Xia, Di; Pan, Yingli High dimensional controlled variable selection with model-X knockoffs in the AFT model. (English) Zbl 07904610 Comput. Stat. 39, No. 4, 1993-2009 (2024). MSC: 62-08 × Cite Format Result Cite Review PDF Full Text: DOI
Zhao, Zixuan; Yang, Yuehan Nonconvex fusion penalties for high-dimensional hierarchical categorical variables. (English) Zbl 07903568 Inf. Sci. 680, Article ID 121143, 19 p. (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Feng, Long; Jiang, Tiefeng; Li, Xiaoyun; Liu, Binghui Asymptotic independence of the sum and maximum of dependent random variables with applications to high-dimensional tests. (English) Zbl 07901862 Stat. Sin. 34, No. 3, 1745-1763 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Khare, Kshitij; Su, Zhihua Response variable selection in multivariate linear regression. (English) Zbl 07901843 Stat. Sin. 34, No. 3, 1325-1345 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Zhu, Nenghui; You, Jinhong; Xu, Qunfang Iterative adaptive robust variable selection in nomparametric additive models. (English) Zbl 07901043 Chin. J. Appl. Probab. Stat. 40, No. 2, 201-228 (2024). MSC: 62G35 62A01 × Cite Format Result Cite Review PDF Full Text: DOI
Potts, Sophie; Bergherr, Elisabeth; Reinke, Constantin; Griesbach, Colin Prediction-based variable selection for component-wise gradient boosting. (English) Zbl 07899301 Int. J. Biostat. 20, No. 1, 293-314 (2024). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Zhou, Ruixuan R.; Zucker, David M.; Zhao, Sihai D. Power of testing for exposure effects under incomplete mediation. (English) Zbl 07899297 Int. J. Biostat. 20, No. 1, 217-228 (2024). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI