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: 62C12 62G05 62G20 62H30 × 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
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
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
Li, Xiang; Li, Yu-Ning; Zhang, Li-Xin; Zhao, Jun Inference for high-dimensional linear expectile regression with de-biasing method. (English) Zbl 07933717 Comput. Stat. Data Anal. 198, Article ID 107997, 23 p. (2024). MSC: 62-08 62F05 62F12 62J12 × 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 07933691 Comput. Stat. Data Anal. 199, Article ID 108026, 19 p. (2024). MSC: 62-08 × Cite Format Result Cite Review PDF Full Text: DOI
Bernardi, Mauro; Bianchi, Daniele; Bianco, Nicolas Variational inference for large Bayesian vector autoregressions. (English) Zbl 07933394 J. Bus. Econ. Stat. 42, No. 3, 1066-1082 (2024). MSC: 62P20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Liu, Weidong; Tu, Jiyuan; Mao, Xiaojun; Chen, Xi Majority vote for distributed differentially private sign selection. (English) Zbl 07928792 Ann. Stat. 52, No. 4, 1671-1690 (2024). MSC: 62F30 62F12 62J05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Jacod, Jean; Lin, Huidi; Todorov, Viktor Systematic jump risk. (English) Zbl 07927490 Ann. Appl. Probab. 34, No. 5, 4342-4386 (2024). MSC: 60F05 60J76 62G20 62M09 × Cite Format Result Cite Review PDF Full Text: DOI
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
Petersen, Alexander Mean and covariance estimation for discretely observed high-dimensional functional data: rates of convergence and division of observational regimes. (English) Zbl 07923108 J. Multivariate Anal. 204, Article ID 105355, 23 p. (2024). MSC: 62G20 62G08 62G05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Xu, Haotian; Wang, Daren; Zhao, Zifeng; Yu, Yi Change-point inference in high-dimensional regression models under temporal dependence. (English) Zbl 07916569 Ann. Stat. 52, No. 3, 999-1026 (2024). MSC: 62F30 62F35 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
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
Li, Weiming; Wang, Qinwen; Yao, Jianfeng Distance correlation test for high-dimensional independence. (English) Zbl 07898714 Bernoulli 30, No. 4, 3165-3192 (2024). MSC: 62Hxx 62Gxx 60Fxx × Cite Format Result Cite Review PDF Full Text: DOI Link
Geng, Shuli; Zhang, Lixin Decorrelated empirical likelihood for generalized linear models with high-dimensional longitudinal data. (English) Zbl 07888216 Stat. Probab. Lett. 211, Article ID 110135, 9 p. (2024). MSC: 62J12 62G20 62G05 62H12 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Chang, Jinyuan; He, Jing; Kang, Jian; Wu, Mingcong Statistical inferences for complex dependence of multimodal imaging data. (English) Zbl 07877176 J. Am. Stat. Assoc. 119, No. 546, 1486-1499 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Feng, Huijie; Duan, Jingyi; Ning, Yang; Zhao, Jiwei Test of significance for high-dimensional thresholds with application to individualized minimal clinically important difference. (English) Zbl 07877169 J. Am. Stat. Assoc. 119, No. 546, 1396-1408 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Fan, Jianqing; Lou, Zhipeng; Yu, Mengxin Are latent factor regression and sparse regression adequate? (English) Zbl 07877143 J. Am. Stat. Assoc. 119, No. 546, 1076-1088 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Liu, Changyu; Zhao, Xingqiu; Huang, Jian A random projection approach to hypothesis tests in high-dimensional single-index models. (English) Zbl 07877137 J. Am. Stat. Assoc. 119, No. 546, 1008-1018 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Zava Bello, Debora; Valk, Marcio; Cybis, Gabriela Bettella Towards U-statistics clustering inference for multiple groups. (English) Zbl 07862723 J. Stat. Comput. Simulation 94, No. 1, 204-222 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Ghosh, Abhik; Jaenada, María; Pardo, Leandro Robust adaptive variable selection in ultra-high dimensional linear regression models. (English) Zbl 07862347 J. Stat. Comput. Simulation 94, No. 3, 571-603 (2024). MSC: 62F35 62J07 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Sherwood, Ben; Price, Bradley S. On the use of minimum penalties in statistical learning. (English) Zbl 07862312 J. Comput. Graph. Stat. 33, No. 1, 138-151 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Hassani, Hamed; Javanmard, Adel The curse of overparametrization in adversarial training: precise analysis of robust generalization for random features regression. (English) Zbl 1539.62293 Ann. Stat. 52, No. 2, 441-465 (2024). MSC: 62M45 62F12 62F35 68T05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Jiang, Rong; Liang, Lei; Yu, Keming Renewable Huber estimation method for streaming datasets. (English) Zbl 07823225 Electron. J. Stat. 18, No. 1, 674-705 (2024). MSC: 62J07 62F35 62H12 62J05 62J12 × Cite Format Result Cite Review PDF Full Text: DOI Link
Zhou, Jing; Claeskens, Gerda A tradeoff between false discovery and true positive proportions for sparse high-dimensional logistic regression. (English) Zbl 07823217 Electron. J. Stat. 18, No. 1, 395-428 (2024). MSC: 62J12 62F99 × Cite Format Result Cite Review PDF Full Text: DOI Link
Yu, Xiufan; Li, Danning; Xue, Lingzhou Fisher’s combined probability test for high-dimensional covariance matrices. (English) Zbl 07820400 J. Am. Stat. Assoc. 119, No. 545, 511-524 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Chételat, Didier Erratum to: “Improved multivariate normal mean estimation with unknown covariance when \(p\) is greater than \(n\)”. (English) Zbl 1532.62030 Ann. Stat. 52, No. 1, 412 (2024). MSC: 62F10 62C20 62H12 × Cite Format Result Cite Review PDF Full Text: DOI Link
Bücher, Axel; Pakzad, Cambyse Testing for independence in high dimensions based on empirical copulas. (English) Zbl 1539.62151 Ann. Stat. 52, No. 1, 311-334 (2024). MSC: 62H15 62G10 62H05 60F05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Liu, Wei; Lin, Huazhen; Liu, Jin; Zheng, Shurong Two-directional simultaneous inference for high-dimensional models. (English) Zbl 1531.62172 J. Bus. Econ. Stat. 42, No. 1, 298-309 (2024). MSC: 62P20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Camilli, Francesco; Mézard, Marc The decimation scheme for symmetric matrix factorization. (English) Zbl 07813337 J. Phys. A, Math. Theor. 57, No. 8, Article ID 085002, 36 p. (2024). MSC: 15B52 15A23 65F99 60B20 62H25 68T05 68T07 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Phillips, Peter C. B.; Kheifets, Igor L. High-dimensional IV cointegration estimation and inference. (English) Zbl 07803963 J. Econom. 238, No. 2, Article ID 105622, 20 p. (2024). MSC: 62-XX 91-XX × Cite Format Result Cite Review PDF Full Text: DOI
Sang, Yongli Test for diagonal symmetry in high dimension. (English) Zbl 1531.62034 Stat. Probab. Lett. 205, Article ID 109960, 9 p. (2024). MSC: 62H15 62G20 × Cite Format Result Cite Review PDF Full Text: DOI
Gao, Junzhuo; Wang, Lei; Lian, Heng Optimal decorrelated score subsampling for generalized linear models with massive data. (English) Zbl 07803271 Sci. China, Math. 67, No. 2, 405-430 (2024). MSC: 62R07 62H12 × Cite Format Result Cite Review PDF Full Text: DOI
Sun, Mingwei; Zheng, Rong A time-lagged penalized regression model and applications to economic modeling. (English) Zbl 07802822 J. Stat. Theory Pract. 18, No. 1, Paper No. 2, 17 p. (2024). MSC: 62Jxx 62Gxx 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Whalley, Peter A.; Paulin, Daniel; Leimkuhler, Benedict Randomized time Riemannian manifold Hamiltonian Monte Carlo. (English) Zbl 1530.62010 Stat. Comput. 34, No. 1, Paper No. 48, 21 p. (2024). MSC: 62-08 62R30 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Dłotko, Paweł; Hellmer, Niklas; Stettner, Łukasz; Topolnicki, Rafał Topology-driven goodness-of-fit tests in arbitrary dimensions. (English) Zbl 1529.62016 Stat. Comput. 34, No. 1, Paper No. 34, 23 p. (2024). MSC: 62-08 62H15 62R40 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Gao, Yuan; Shang, Han Lin; Yang, Yanrong Factor-augmented model for functional data. (English) Zbl 07796618 Stat. Sin. 34, No. 1, 1-26 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Chang, Jinyuan; Chen, Xiaohui; Wu, Mingcong Central limit theorems for high dimensional dependent data. (English) Zbl 1530.60022 Bernoulli 30, No. 1, 712-742 (2024). MSC: 60F05 62F35 62F40 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Kim, Ilmun; Ramdas, Aaditya Dimension-agnostic inference using cross U-statistics. (English) Zbl 07788900 Bernoulli 30, No. 1, 683-711 (2024). MSC: 62Gxx 62Hxx 62Fxx × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Xia, Jiaqi; Chen, Yu; Guo, Xiao Inference for high-dimensional linear models with locally stationary error processes. (English) Zbl 07786780 J. Time Ser. Anal. 45, No. 1, 78-102 (2024). MSC: 62Mxx 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Cheung, Kin Yap; Lee, Stephen M. S. High-dimensional local polynomial regression with variable selection and dimension reduction. (English) Zbl 1523.62010 Stat. Comput. 34, No. 1, Paper No. 1, 17 p. (2024). MSC: 62-08 62G08 62H12 62G20 × Cite Format Result Cite Review PDF Full Text: DOI
Kaarnioja, Vesa; Schillings, Claudia Quasi-Monte Carlo for Bayesian design of experiment problems governed by parametric PDEs. arXiv:2405.03529 Preprint, arXiv:2405.03529 [math.NA] (2024). MSC: 65D30 65D32 65D40 62K05 62F15 65N21 × Cite Format Result Cite Full Text: arXiv OA License
Zhang, Daiwei; Li, Lexin; Sripada, Chandra; Kang, Jian Image response regression via deep neural networks. (English) Zbl 07933970 J. R. Stat. Soc., Ser. B, Stat. Methodol. 85, No. 5, 1589-1614 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Giessing, Alexander; Wang, Jingshen Debiased inference on heterogeneous quantile treatment effects with regression rank scores. (English) Zbl 07933969 J. R. Stat. Soc., Ser. B, Stat. Methodol. 85, No. 5, 1561-1588 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Bianco, Ana M.; Boente, Graciela; Chebi, Gonzalo Asymptotic behaviour of penalized robust estimators in logistic regression when dimension increases. (English) Zbl 07914305 Yi, Mengxi (ed.) et al., Robust and multivariate statistical methods. Festschrift in honor of David E. Tyler. Cham: Springer. 323-348 (2023). MSC: 62E20 62F35 62Hxx 62J07 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Ollila, Esa; Kim, Hyon-Jung On robust estimators of a sphericity measure in high dimension. (English) Zbl 07914299 Yi, Mengxi (ed.) et al., Robust and multivariate statistical methods. Festschrift in honor of David E. Tyler. Cham: Springer. 179-195 (2023). MSC: 62E20 62F35 62Hxx 62J07 × Cite Format Result Cite Review PDF Full Text: DOI
Shin, Heejun; Antonelli, Joseph Improved inference for doubly robust estimators of heterogeneous treatment effects. (English) Zbl 1543.62639 Biometrics 79, No. 4, 3140-3152 (2023). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Chen, Junren; Wang, Cheng-Long; Ng, Michael K.; Wang, Di High dimensional statistical estimation under uniformly dithered one-bit quantization. (English) Zbl 07883298 IEEE Trans. Inf. Theory 69, No. 8, 5151-5187 (2023). MSC: 94A12 62M99 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Gerbelot, Cédric; Berthier, Raphaël Graph-based approximate message passing iterations. (English) Zbl 07858895 Inf. Inference 12, No. 4, 2562-2628 (2023). MSC: 62Fxx 94A15 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Kabata, Daijiro; Shintani, Mototsugu Variable selection in double/debiased machine learning for causal inference: an outcome-adaptive approach. (English) Zbl 07830428 Commun. Stat., Simulation Comput. 52, No. 12, 5880-5893 (2023). MSC: 62-08 62D20 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Obiang, Eunice Okome; Jézéquel, Pascal; Proïa, Frédéric A Bayesian approach for partial Gaussian graphical models with sparsity. (English) Zbl 1531.62035 Bayesian Anal. 18, No. 2, 465-490 (2023). MSC: 62H22 62F15 62J05 62J07 62H12 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Huang, Xifen; Liu, Binghui; Zhou, Qin; Feng, Long A high-dimensional inverse norm sign test for two-sample location problems. (English. French summary) Zbl 1538.62185 Can. J. Stat. 51, No. 4, 1004-1033 (2023). MSC: 62H15 62G20 62H11 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Wang, Yue; Shojaie, Ali; Randolph, Timothy; Knight, Parker; Ma, Jing Generalized matrix decomposition regression: estimation and inference for two-way structured data. (English) Zbl 07789414 Ann. Appl. Stat. 17, No. 4, 2944-2969 (2023). MSC: 62Pxx × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Tian, Ye; Feng, Yang Transfer learning under high-dimensional generalized linear models. (English) Zbl 07784938 J. Am. Stat. Assoc. 118, No. 544, 2684-2697 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Baek, Changryong; Düker, Marie-Christine; Pipiras, Vladas Local Whittle estimation of high-dimensional long-run variance and precision matrices. (English) Zbl 1539.62262 Ann. Stat. 51, No. 6, 2386-2414 (2023). MSC: 62M10 62H12 62M15 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Fan, Jianqing; Masini, Ricardo P.; Medeiros, Marcelo C. Bridging factor and sparse models. (English) Zbl 1539.62180 Ann. Stat. 51, No. 4, 1692-1717 (2023). MSC: 62H25 62H12 68T05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Derumigny, Alexis; Schmidt-Hieber, Johannes On lower bounds for the bias-variance trade-off. (English) Zbl 1539.62079 Ann. Stat. 51, No. 4, 1510-1533 (2023). MSC: 62G05 62C20 62G20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Han, Dongxiao; Han, Miao; Huang, Jian; Lin, Yuanyuan Robust inference for high-dimensional single index models. (English) Zbl 07782053 Scand. J. Stat. 50, No. 4, 1590-1615 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Zhou, Jing; Claeskens, Gerda Automatic bias correction for testing in high-dimensional linear models. (English) Zbl 07778706 Stat. Neerl. 77, No. 1, 71-98 (2023). MSC: 62Jxx 62Fxx 62Gxx × Cite Format Result Cite Review PDF Full Text: DOI
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 × Cite Format Result Cite Review PDF 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 × Cite Format Result Cite Review PDF 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 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Baldé, Ismaila; Yang, Yi Archer; Lefebvre, Geneviève Reader reaction to: “Outcome-adaptive Lasso: variable selection for causal inference”. (English) Zbl 1522.62101 Biometrics 79, No. 1, 514-520 (2023). MSC: 62P10 62J07 × Cite Format Result Cite Review PDF Full Text: DOI
Xia, Lu; Nan, Bin; Li, Yi Debiased Lasso for generalized linear models with a diverging number of covariates. (English) Zbl 1522.62262 Biometrics 79, No. 1, 344-357 (2023). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Xu, Ningning; Solari, Aldo; Goeman, Jelle J. Closed testing with Globaltest, with application in metabolomics. (English) Zbl 1522.62265 Biometrics 79, No. 2, 1103-1113 (2023). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI Link
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 × Cite Format Result Cite Review PDF Full Text: DOI
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 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
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 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
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 × Cite Format Result Cite Review PDF Full Text: DOI
Bar, Haim; Wells, Martin T. On graphical models and convex geometry. (English) Zbl 1543.62022 Comput. Stat. Data Anal. 187, Article ID 107800, 17 p. (2023). MSC: 62-08 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Ding, Xiucai; Zhou, Zhou Autoregressive approximations to nonstationary time series with inference and applications. (English) Zbl 1539.62267 Ann. Stat. 51, No. 3, 1207-1231 (2023). MSC: 62M10 62H15 62M20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
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 × Cite Format Result Cite Review PDF 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 × Cite Format Result Cite Review PDF 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 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Basu, Tathagata; Troffaes, Matthias C. M.; Einbeck, Jochen A robust Bayesian analysis of variable selection under prior ignorance. (English) Zbl 07730330 Sankhyā, Ser. A 85, No. 1, 1014-1057 (2023). MSC: 62J05 62F15 × Cite Format Result Cite Review PDF 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 × Cite Format Result Cite Review PDF 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 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
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 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Bose, Arup; Hachem, Walid Spectral measure of empirical autocovariance matrices of high-dimensional Gaussian stationary processes. (English) Zbl 1524.62412 Random Matrices Theory Appl. 12, No. 2, Article ID 2250053, 60 p. (2023). MSC: 62M10 62J20 46L54 33C47 60B20 60G57 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Wang, Di; Tsay, Ruey S. Rate-optimal robust estimation of high-dimensional vector autoregressive models. (English) Zbl 1539.62280 Ann. Stat. 51, No. 2, 846-877 (2023). MSC: 62M10 62F35 62H12 62J07 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Beyhum, Jad High-dimensional inference robust to outliers with \(\ell_1\)-norm penalization. (English) Zbl 07711347 Commun. Stat., Theory Methods 52, No. 16, 5866-5876 (2023). MSC: 62J07 62J05 62F35 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
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 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Zhou, Kun; Li, Ker-Chau; Zhou, Qing Honest confidence sets for high-dimensional regression by projection and shrinkage. (English) Zbl 1514.62070 J. Am. Stat. Assoc. 118, No. 541, 469-488 (2023). MSC: 62G08 62J07 62H12 × Cite Format Result Cite Review PDF 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 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Xing, Xin; Zhao, Zhigen; Liu, Jun S. Controlling false discovery rate using Gaussian mirrors. (English) Zbl 1514.62093 J. Am. Stat. Assoc. 118, No. 541, 222-241 (2023). MSC: 62H15 62J05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Adamek, Robert; Smeekes, Stephan; Wilms, Ines Lasso inference for high-dimensional time series. (English) Zbl 07704486 J. Econom. 235, No. 2, 1114-1143 (2023). MSC: 62-XX 91-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Chang, Jinyuan; Jiang, Qing; Shao, Xiaofeng Testing the martingale difference hypothesis in high dimension. (English) Zbl 07704481 J. Econom. 235, No. 2, 972-1000 (2023). MSC: 62-XX 91-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Chen, Fan; Huang, Jianguo; Wang, Chunmei; Yang, Haizhao Friedrichs learning: weak solutions of partial differential equations via deep learning. (English) Zbl 07704383 SIAM J. Sci. Comput. 45, No. 3, A1271-A1299 (2023). MSC: 65M75 65N75 62M45 68T07 49J35 35D30 65K10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Chen, Wenyu; Drton, Mathias; Shojaie, Ali Causal structural learning via local graphs. (English) Zbl 1520.62009 SIAM J. Math. Data Sci. 5, No. 2, 280-305 (2023). MSC: 62F99 62H99 62P10 68T05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Ahmad, M. Rauf; Ahmed, S. Ejaz Some correlation tests for vectors of large dimension. (English) Zbl 07702499 Commun. Stat., Theory Methods 52, No. 7, 2144-2160 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Wang, Bao-Hua; Liang, Han-Ying Empirical likelihood in single-index quantile regression with high dimensional and missing observations. (English) Zbl 1514.62068 J. Stat. Plann. Inference 226, 1-19 (2023). MSC: 62G08 62G05 62E20 62G20 × Cite Format Result Cite Review PDF Full Text: DOI
Genzel, Martin; Stollenwerk, Alexander A unified approach to uniform signal recovery from nonlinear observations. (English) Zbl 07698613 Found. Comput. Math. 23, No. 3, 899-972 (2023). MSC: 62F30 62F35 62J07 94A12 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Kueck, Jannis; Luo, Ye; Spindler, Martin; Wang, Zigan Estimation and inference of treatment effects with \(L_2\)-boosting in high-dimensional settings. (English) Zbl 07693691 J. Econom. 234, No. 2, 714-731 (2023). MSC: 62-XX 91-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Li, Jun Finite sample \(t\)-tests for high-dimensional means. (English) Zbl 1520.62067 J. Multivariate Anal. 196, Article ID 105183, 15 p. (2023). MSC: 62H15 62G10 62G20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Jung, Alexander Wolfgang; Gerstung, Moritz Bayesian Cox regression for large-scale inference with applications to electronic health records. (English) Zbl 07692373 Ann. Appl. Stat. 17, No. 2, 1064-1085 (2023). MSC: 62Pxx × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Liu, Suqi; Rácz, Miklós Z. A probabilistic view of latent space graphs and phase transitions. (English) Zbl 1515.05160 Bernoulli 29, No. 3, 2417-2441 (2023). MSC: 05C80 62H30 62F15 60C05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Choiruddin, Achmad; Coeurjolly, Jean-François; Letué, Frédérique Adaptive Lasso and Dantzig selector for spatial point processes intensity estimation. (English) Zbl 07691564 Bernoulli 29, No. 3, 1849-1876 (2023). MSC: 62Mxx 62Gxx 62Jxx × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Liu, Changyu; Zhao, Xingqiu; Huang, Jian New tests for high-dimensional linear regression based on random projection. (English) Zbl 07688219 Stat. Sin. 33, No. 1, 475-498 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Steinberger, Lukas; Leeb, Hannes Conditional predictive inference for stable algorithms. (English) Zbl 1539.62217 Ann. Stat. 51, No. 1, 290-311 (2023). MSC: 62J05 62G08 62H12 62G20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv