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
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
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
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 PDF BibTeX XML Cite \textit{I. Baldé} et al., Biometrics 79, No. 1, 514--520 (2023; Zbl 1522.62101) 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 PDF BibTeX XML Cite \textit{L. Xia} et al., Biometrics 79, No. 1, 344--357 (2023; Zbl 1522.62262) 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 PDF BibTeX XML Cite \textit{N. Xu} et al., Biometrics 79, No. 2, 1103--1113 (2023; Zbl 1522.62265) Full Text: DOI
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
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
Liu, Jingfei; Jiang, Chao Surrogate modeling for high dimensional uncertainty propagation via deep kernel polynomial chaos expansion. (English) Zbl 07750246 Appl. Math. Modelling 122, 167-186 (2023). MSC: 68Txx 65Cxx 62Gxx PDF BibTeX XML Cite \textit{J. Liu} and \textit{C. Jiang}, Appl. Math. Modelling 122, 167--186 (2023; Zbl 07750246) Full Text: DOI
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
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
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
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
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
Basu, Tathagata; Troffaes, Matthias C. M.; Einbeck, Jochen A robust Bayesian analysis of variable selection under prior ignorance. (English) Zbl 07730330 Sankhyā, Ser. A 85, No. 1, 1014-1057 (2023). MSC: 62J05 62F15 PDF BibTeX XML Cite \textit{T. Basu} et al., Sankhyā, Ser. A 85, No. 1, 1014--1057 (2023; Zbl 07730330) Full Text: DOI arXiv
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
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
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
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
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
Bellec, Pierre C.; Zhang, Cun-Hui Debiasing convex regularized estimators and interval estimation in linear models. (English) Zbl 07714166 Ann. Stat. 51, No. 2, 391-436 (2023). MSC: 62H12 62F35 62G15 62J07 PDF BibTeX XML Cite \textit{P. C. Bellec} and \textit{C.-H. Zhang}, Ann. Stat. 51, No. 2, 391--436 (2023; Zbl 07714166) 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 PDF BibTeX XML Cite \textit{J. Beyhum}, Commun. Stat., Theory Methods 52, No. 16, 5866--5876 (2023; Zbl 07711347) 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
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 PDF BibTeX XML Cite \textit{K. Zhou} et al., J. Am. Stat. Assoc. 118, No. 541, 469--488 (2023; Zbl 1514.62070) 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
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 PDF BibTeX XML Cite \textit{X. Xing} et al., J. Am. Stat. Assoc. 118, No. 541, 222--241 (2023; Zbl 1514.62093) Full Text: DOI arXiv
Adamek, Robert; Smeekes, Stephan; Wilms, Ines Lasso inference for high-dimensional time series. (English) Zbl 07704486 J. Econom. 235, No. 2, 1114-1143 (2023). MSC: 62-XX 91-XX PDF BibTeX XML Cite \textit{R. Adamek} et al., J. Econom. 235, No. 2, 1114--1143 (2023; Zbl 07704486) Full Text: DOI arXiv
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 PDF BibTeX XML Cite \textit{J. Chang} et al., J. Econom. 235, No. 2, 972--1000 (2023; Zbl 07704481) 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 PDF BibTeX XML Cite \textit{F. Chen} et al., SIAM J. Sci. Comput. 45, No. 3, A1271--A1299 (2023; Zbl 07704383) 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 PDF BibTeX XML Cite \textit{W. Chen} et al., SIAM J. Math. Data Sci. 5, No. 2, 280--305 (2023; Zbl 1520.62009) 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 PDF BibTeX XML Cite \textit{M. R. Ahmad} and \textit{S. E. Ahmed}, Commun. Stat., Theory Methods 52, No. 7, 2144--2160 (2023; Zbl 07702499) 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 PDF BibTeX XML Cite \textit{B.-H. Wang} and \textit{H.-Y. Liang}, J. Stat. Plann. Inference 226, 1--19 (2023; Zbl 1514.62068) 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 PDF BibTeX XML Cite \textit{M. Genzel} and \textit{A. Stollenwerk}, Found. Comput. Math. 23, No. 3, 899--972 (2023; Zbl 07698613) Full Text: DOI arXiv
Kueck, Jannis; Luo, Ye; Spindler, Martin; Wang, Zigan Estimation and inference of treatment effects with \(L_2\)-boosting in high-dimensional settings. (English) Zbl 07693691 J. Econom. 234, No. 2, 714-731 (2023). MSC: 62-XX 91-XX PDF BibTeX XML Cite \textit{J. Kueck} et al., J. Econom. 234, No. 2, 714--731 (2023; Zbl 07693691) Full Text: DOI arXiv
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 PDF BibTeX XML Cite \textit{J. Li}, J. Multivariate Anal. 196, Article ID 105183, 15 p. (2023; Zbl 1520.62067) Full Text: DOI arXiv
Jung, Alexander Wolfgang; Gerstung, Moritz Bayesian Cox regression for large-scale inference with applications to electronic health records. (English) Zbl 07692373 Ann. Appl. Stat. 17, No. 2, 1064-1085 (2023). MSC: 62Pxx PDF BibTeX XML Cite \textit{A. W. Jung} and \textit{M. Gerstung}, Ann. Appl. Stat. 17, No. 2, 1064--1085 (2023; Zbl 07692373) Full Text: DOI arXiv
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 PDF BibTeX XML Cite \textit{S. Liu} and \textit{M. Z. Rácz}, Bernoulli 29, No. 3, 2417--2441 (2023; Zbl 1515.05160) 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 PDF BibTeX XML Cite \textit{A. Choiruddin} et al., Bernoulli 29, No. 3, 1849--1876 (2023; Zbl 07691564) 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 PDF BibTeX XML Cite \textit{C. Liu} et al., Stat. Sin. 33, No. 1, 475--498 (2023; Zbl 07688219) Full Text: DOI
Steinberger, Lukas; Leeb, Hannes Conditional predictive inference for stable algorithms. (English) Zbl 07684013 Ann. Stat. 51, No. 1, 290-311 (2023). MSC: 62G15 62J02 62J07 62G20 PDF BibTeX XML Cite \textit{L. Steinberger} and \textit{H. Leeb}, Ann. Stat. 51, No. 1, 290--311 (2023; Zbl 07684013) Full Text: DOI arXiv
Liu, Fuchao; He, Pengfei; Dai, Ying A new Bayesian probabilistic integration framework for hybrid uncertainty propagation. (English) Zbl 1510.62143 Appl. Math. Modelling 117, 296-315 (2023). MSC: 62F15 65C20 PDF BibTeX XML Cite \textit{F. Liu} et al., Appl. Math. Modelling 117, 296--315 (2023; Zbl 1510.62143) Full Text: DOI
Bing, Xin; Bunea, Florentina; Wegkamp, Marten Detecting approximate replicate components of a high-dimensional random vector with latent structure. (English) Zbl 07666822 Bernoulli 29, No. 2, 1368-1391 (2023). MSC: 62Hxx 62Fxx 68Txx PDF BibTeX XML Cite \textit{X. Bing} et al., Bernoulli 29, No. 2, 1368--1391 (2023; Zbl 07666822) Full Text: DOI arXiv Link
Syring, Nicholas; Martin, Ryan Gibbs posterior concentration rates under sub-exponential type losses. (English) Zbl 07666811 Bernoulli 29, No. 2, 1080-1108 (2023). MSC: 62Gxx 62Fxx 68Txx PDF BibTeX XML Cite \textit{N. Syring} and \textit{R. Martin}, Bernoulli 29, No. 2, 1080--1108 (2023; Zbl 07666811) Full Text: DOI arXiv Link
Wu, Teng; Narisetty, Naveen N.; Yang, Yun Statistical inference via conditional Bayesian posteriors in high-dimensional linear regression. (English) Zbl 07662461 Electron. J. Stat. 17, No. 1, 769-797 (2023). MSC: 62J05 PDF BibTeX XML Cite \textit{T. Wu} et al., Electron. J. Stat. 17, No. 1, 769--797 (2023; Zbl 07662461) Full Text: DOI Link
Klaassen, S.; Kueck, J.; Spindler, M.; Chernozhukov, V. Uniform inference in high-dimensional Gaussian graphical models. (English) Zbl 07658473 Biometrika 110, No. 1, 51-68 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{S. Klaassen} et al., Biometrika 110, No. 1, 51--68 (2023; Zbl 07658473) Full Text: DOI arXiv
Shah, Rajen D.; Bühlmann, Peter Double-estimation-friendly inference for high-dimensional misspecified models. (English) Zbl 07654778 Stat. Sci. 38, No. 1, 68-91 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{R. D. Shah} and \textit{P. Bühlmann}, Stat. Sci. 38, No. 1, 68--91 (2023; Zbl 07654778) Full Text: DOI arXiv Link
Song, Qifan; Liang, Faming Nearly optimal Bayesian shrinkage for high-dimensional regression. (English) Zbl 07649255 Sci. China, Math. 66, No. 2, 409-442 (2023). MSC: 62J07 62F15 PDF BibTeX XML Cite \textit{Q. Song} and \textit{F. Liang}, Sci. China, Math. 66, No. 2, 409--442 (2023; Zbl 07649255) Full Text: DOI arXiv
Loubaton, Philippe; Rosuel, Alexis; Vallet, Pascal On the asymptotic distribution of the maximum sample spectral coherence of Gaussian time series in the high dimensional regime. (English) Zbl 1520.62116 J. Multivariate Anal. 194, Article ID 105124, 22 p. (2023). MSC: 62M15 62M10 62E20 62H15 PDF BibTeX XML Cite \textit{P. Loubaton} et al., J. Multivariate Anal. 194, Article ID 105124, 22 p. (2023; Zbl 1520.62116) Full Text: DOI arXiv
Guo, Shaojun; Qiao, Xinghao On consistency and sparsity for high-dimensional functional time series with application to autoregressions. (English) Zbl 07634399 Bernoulli 29, No. 1, 451-472 (2023). MSC: 62Gxx 62Mxx 62Hxx PDF BibTeX XML Cite \textit{S. Guo} and \textit{X. Qiao}, Bernoulli 29, No. 1, 451--472 (2023; Zbl 07634399) Full Text: DOI arXiv Link
Lopes, Miles E.; Erichson, N. Benjamin; Mahoney, Michael W. Bootstrapping the operator norm in high dimensions: error estimation for covariance matrices and sketching. (English) Zbl 07634398 Bernoulli 29, No. 1, 428-450 (2023). MSC: 65Fxx 62Hxx 62Gxx PDF BibTeX XML Cite \textit{M. E. Lopes} et al., Bernoulli 29, No. 1, 428--450 (2023; Zbl 07634398) Full Text: DOI arXiv Link
Han, Yuefeng; Tsay, Ruey S.; Wu, Wei Biao High dimensional generalized linear models for temporal dependent data. (English) Zbl 07634386 Bernoulli 29, No. 1, 105-131 (2023). MSC: 62Jxx 62Mxx 62Fxx PDF BibTeX XML Cite \textit{Y. Han} et al., Bernoulli 29, No. 1, 105--131 (2023; Zbl 07634386) Full Text: DOI Link
Bierkens, Joris; Grazzi, Sebastiano; Meulen, Frank van der; Schauer, Moritz Sticky PDMP samplers for sparse and local inference problems. (English) Zbl 1499.62011 Stat. Comput. 33, No. 1, Paper No. 8, 31 p. (2023). MSC: 62-08 62F15 60J25 PDF BibTeX XML Cite \textit{J. Bierkens} et al., Stat. Comput. 33, No. 1, Paper No. 8, 31 p. (2023; Zbl 1499.62011) Full Text: DOI arXiv
Dörnemann, Nina Likelihood ratio tests under model misspecification in high dimensions. (English) Zbl 1520.62064 J. Multivariate Anal. 193, Article ID 105122, 20 p. (2023). MSC: 62H15 60F05 62E20 62H10 PDF BibTeX XML Cite \textit{N. Dörnemann}, J. Multivariate Anal. 193, Article ID 105122, 20 p. (2023; Zbl 1520.62064) Full Text: DOI arXiv
Jiang, Feiyu; Wang, Runmin; Shao, Xiaofeng Robust inference for change points in high dimension. (English) Zbl 1521.62085 J. Multivariate Anal. 193, Article ID 105114, 23 p. (2023). MSC: 62H15 62M07 62M10 62G20 PDF BibTeX XML Cite \textit{F. Jiang} et al., J. Multivariate Anal. 193, Article ID 105114, 23 p. (2023; Zbl 1521.62085) Full Text: DOI arXiv
Antonelli, Joseph; Papadogeorgou, Georgia; Dominici, Francesca Causal inference in high dimensions: a marriage between Bayesian modeling and good frequentist properties. (English) Zbl 1520.62126 Biometrics 78, No. 1, 100-114 (2022). MSC: 62P10 PDF BibTeX XML Cite \textit{J. Antonelli} et al., Biometrics 78, No. 1, 100--114 (2022; Zbl 1520.62126) Full Text: DOI arXiv
Li, Quefeng; Li, Lexin Integrative factor regression and its inference for multimodal data analysis. (English) Zbl 1515.62061 J. Am. Stat. Assoc. 117, No. 540, 2207-2221 (2022). MSC: 62H25 62P10 92C55 PDF BibTeX XML Cite \textit{Q. Li} and \textit{L. Li}, J. Am. Stat. Assoc. 117, No. 540, 2207--2221 (2022; Zbl 1515.62061) Full Text: DOI arXiv
Shi, Chengchun; Li, Lexin Testing mediation effects using logic of Boolean matrices. (English) Zbl 1515.62120 J. Am. Stat. Assoc. 117, No. 540, 2014-2027 (2022). MSC: 62P10 62H22 62M40 92C55 PDF BibTeX XML Cite \textit{C. Shi} and \textit{L. Li}, J. Am. Stat. Assoc. 117, No. 540, 2014--2027 (2022; Zbl 1515.62120) Full Text: DOI arXiv
Kalina, Jan; Tichavský, Jan The minimum weighted covariance determinant estimator for high-dimensional data. (English) Zbl 07703094 Adv. Data Anal. Classif., ADAC 16, No. 4, 977-999 (2022). MSC: 62H12 62F35 PDF BibTeX XML Cite \textit{J. Kalina} and \textit{J. Tichavský}, Adv. Data Anal. Classif., ADAC 16, No. 4, 977--999 (2022; Zbl 07703094) Full Text: DOI
Du, Lilun; Hu, Inchi An empirical Bayes method for chi-squared data. (English) Zbl 1506.62263 J. Am. Stat. Assoc. 117, No. 537, 334-347 (2022). MSC: 62F15 PDF BibTeX XML Cite \textit{L. Du} and \textit{I. Hu}, J. Am. Stat. Assoc. 117, No. 537, 334--347 (2022; Zbl 1506.62263) Full Text: DOI arXiv
Bai, Ray; Moran, Gemma E.; Antonelli, Joseph L.; Chen, Yong; Boland, Mary R. Spike-and-slab group Lassos for grouped regression and sparse generalized additive models. (English) Zbl 1506.62278 J. Am. Stat. Assoc. 117, No. 537, 184-197 (2022). MSC: 62G08 62J07 62F15 PDF BibTeX XML Cite \textit{R. Bai} et al., J. Am. Stat. Assoc. 117, No. 537, 184--197 (2022; Zbl 1506.62278) Full Text: DOI arXiv
Wang, Yuhao; Li, Xinran Rerandomization with diminishing covariate imbalance and diverging number of covariates. (English) Zbl 07641132 Ann. Stat. 50, No. 6, 3439-3465 (2022). MSC: 62K99 62K05 PDF BibTeX XML Cite \textit{Y. Wang} and \textit{X. Li}, Ann. Stat. 50, No. 6, 3439--3465 (2022; Zbl 07641132) Full Text: DOI arXiv Link
Wang, Rui; Xu, Wangli An approximate randomization test for the high-dimensional two-sample Behrens-Fisher problem under arbitrary covariances. (English) Zbl 1522.62044 Biometrika 109, No. 4, 1117-1132 (2022). MSC: 62H15 62G20 PDF BibTeX XML Cite \textit{R. Wang} and \textit{W. Xu}, Biometrika 109, No. 4, 1117--1132 (2022; Zbl 1522.62044) Full Text: DOI arXiv
Andreella, Angela; Finos, Livio Procrustes analysis for high-dimensional data. (English) Zbl 1499.62427 Psychometrika 87, No. 4, 1422-1438 (2022). MSC: 62P15 62H10 62H12 62F15 PDF BibTeX XML Cite \textit{A. Andreella} and \textit{L. Finos}, Psychometrika 87, No. 4, 1422--1438 (2022; Zbl 1499.62427) Full Text: DOI arXiv
Barber, Rina Foygel; Janson, Lucas Testing goodness-of-fit and conditional independence with approximate co-sufficient sampling. (English) Zbl 07628830 Ann. Stat. 50, No. 5, 2514-2544 (2022). MSC: 62B05 62F03 PDF BibTeX XML Cite \textit{R. F. Barber} and \textit{L. Janson}, Ann. Stat. 50, No. 5, 2514--2544 (2022; Zbl 07628830) Full Text: DOI arXiv
Ruzayqat, Hamza; Er-raiy, Aimad; Beskos, Alexandros; Crisan, Dan; Jasra, Ajay; Kantas, Nikolas A lagged particle filter for stable filtering of certain high-dimensional state-space models. (English) Zbl 1499.62341 SIAM/ASA J. Uncertain. Quantif. 10, 1130-1161 (2022). MSC: 62M20 60G35 60J20 60J10 94A12 93E11 PDF BibTeX XML Cite \textit{H. Ruzayqat} et al., SIAM/ASA J. Uncertain. Quantif. 10, 1130--1161 (2022; Zbl 1499.62341) Full Text: DOI arXiv
Ghosh, Abhik; Jaenada, María; Pardo, Leandro Classification of COVID19 Patients using robust logistic regression. (English) Zbl 07618096 J. Stat. Theory Pract. 16, No. 4, Paper No. 67, 23 p. (2022). MSC: 62Jxx 62Fxx 62Gxx PDF BibTeX XML Cite \textit{A. Ghosh} et al., J. Stat. Theory Pract. 16, No. 4, Paper No. 67, 23 p. (2022; Zbl 07618096) Full Text: DOI
Verhoijsen, Alex; Krupskiy, Pavel Fast inference methods for high-dimensional factor copulas. (English) Zbl 1498.62104 Depend. Model. 10, 270-289 (2022). MSC: 62H05 62H12 62-08 62P05 PDF BibTeX XML Cite \textit{A. Verhoijsen} and \textit{P. Krupskiy}, Depend. Model. 10, 270--289 (2022; Zbl 1498.62104) Full Text: DOI
Feng, Huijie; Ning, Yang; Zhao, Jiwei Nonregular and minimax estimation of individualized thresholds in high dimension with binary responses. (English) Zbl 07610771 Ann. Stat. 50, No. 4, 2284-2305 (2022). MSC: 62C20 62Fxx PDF BibTeX XML Cite \textit{H. Feng} et al., Ann. Stat. 50, No. 4, 2284--2305 (2022; Zbl 07610771) Full Text: DOI arXiv
Tian, Peng; Yao, Jianfeng Ratio-consistent estimation for long range dependent Toeplitz covariance with application to matrix data whitening. (English) Zbl 07603103 Electron. J. Stat. 16, No. 2, 5035-5079 (2022). MSC: 62M15 62H10 15B52 PDF BibTeX XML Cite \textit{P. Tian} and \textit{J. Yao}, Electron. J. Stat. 16, No. 2, 5035--5079 (2022; Zbl 07603103) Full Text: DOI arXiv Link
Yue, Mu; Li, Jialiang; Sun, Baoluo Conditional sparse boosting for high-dimensional instrumental variable estimation. (English) Zbl 07602433 J. Stat. Comput. Simulation 92, No. 15, 3087-3108 (2022). MSC: 62-XX 62P20 PDF BibTeX XML Cite \textit{M. Yue} et al., J. Stat. Comput. Simulation 92, No. 15, 3087--3108 (2022; Zbl 07602433) Full Text: DOI
Saha, Abhisek; Ha, Min Jin; Acharyya, Satwik; Baladandayuthapani, Veerabhadran A Bayesian precision medicine framework for calibrating individualized therapeutic indices in cancer. (English) Zbl 1496.62191 Ann. Appl. Stat. 16, No. 4, 2055-2082 (2022). MSC: 62P10 62F15 62H25 PDF BibTeX XML Cite \textit{A. Saha} et al., Ann. Appl. Stat. 16, No. 4, 2055--2082 (2022; Zbl 1496.62191) Full Text: DOI
Kock, Lucas; Klein, Nadja; Nott, David J. Variational inference and sparsity in high-dimensional deep Gaussian mixture models. (English) Zbl 1496.62014 Stat. Comput. 32, No. 5, Paper No. 70, 18 p. (2022). MSC: 62-08 62F15 62H30 PDF BibTeX XML Cite \textit{L. Kock} et al., Stat. Comput. 32, No. 5, Paper No. 70, 18 p. (2022; Zbl 1496.62014) Full Text: DOI arXiv
Monti, G. S.; Filzmoser, P. Robust logistic zero-sum regression for microbiome compositional data. (English) Zbl 07597418 Adv. Data Anal. Classif., ADAC 16, No. 2, 301-324 (2022). MSC: 62J07 62F35 62H30 PDF BibTeX XML Cite \textit{G. S. Monti} and \textit{P. Filzmoser}, Adv. Data Anal. Classif., ADAC 16, No. 2, 301--324 (2022; Zbl 07597418) Full Text: DOI
Zhang, Jian; Li, Jie Factorized estimation of high-dimensional nonparametric covariance models. (English) Zbl 1496.62098 Scand. J. Stat. 49, No. 2, 542-567 (2022). MSC: 62H12 62G07 62J07 62G20 62P05 PDF BibTeX XML Cite \textit{J. Zhang} and \textit{J. Li}, Scand. J. Stat. 49, No. 2, 542--567 (2022; Zbl 1496.62098) Full Text: DOI
Niles-Weed, Jonathan; Rigollet, Philippe Estimation of Wasserstein distances in the spiked transport model. (English) Zbl 07594074 Bernoulli 28, No. 4, 2663-2688 (2022). MSC: 62Gxx 60Fxx 62Hxx PDF BibTeX XML Cite \textit{J. Niles-Weed} and \textit{P. Rigollet}, Bernoulli 28, No. 4, 2663--2688 (2022; Zbl 07594074) Full Text: DOI arXiv Link
Genzel, Martin; Kipp, Christian Generic error bounds for the generalized Lasso with sub-exponential data. (English) Zbl 1497.60013 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 1497.60013) Full Text: DOI arXiv
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
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
Masini, Ricardo P.; Medeiros, Marcelo C.; Mendes, Eduardo F. Regularized estimation of high-dimensional vector autoregressions with weakly dependent innovations. (English) Zbl 07570754 J. Time Ser. Anal. 43, No. 4, 532-557 (2022). MSC: 62Mxx 62M10 PDF BibTeX XML Cite \textit{R. P. Masini} et al., J. Time Ser. Anal. 43, No. 4, 532--557 (2022; Zbl 07570754) Full Text: DOI arXiv
Jiang, Rong; Sun, Mengxian Single-index composite quantile regression for ultra-high-dimensional data. (English) Zbl 1492.62076 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 1492.62076) Full Text: DOI
Li, Junlin High-dimensional dynamic systems identification with additional constraints. (English) Zbl 07565485 Commun. Stat., Theory Methods 51, No. 15, 5204-5225 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{J. Li}, Commun. Stat., Theory Methods 51, No. 15, 5204--5225 (2022; Zbl 07565485) Full Text: DOI arXiv
Sabbaghi, Azam; Eskandari, Farzad A robust high dimensional estimation of a finite mixture of the generalized linear model. (English) Zbl 07562240 Commun. Stat., Theory Methods 51, No. 13, 4451-4463 (2022). MSC: 62F35 62J12 PDF BibTeX XML Cite \textit{A. Sabbaghi} and \textit{F. Eskandari}, Commun. Stat., Theory Methods 51, No. 13, 4451--4463 (2022; Zbl 07562240) Full Text: DOI
Cai, Xizhen; Zhu, Yeying; Huang, Yuan; Ghosh, Debashis High-dimensional causal mediation analysis based on partial linear structural equation models. (English) Zbl 07561883 Comput. Stat. Data Anal. 174, Article ID 107501, 16 p. (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{X. Cai} et al., Comput. Stat. Data Anal. 174, Article ID 107501, 16 p. (2022; Zbl 07561883) Full Text: DOI
Gösmann, Josua; Stoehr, Christina; Heiny, Johannes; Dette, Holger Sequential change point detection in high dimensional time series. (English) Zbl 1493.62524 Electron. J. Stat. 16, No. 1, 3608-3671 (2022). MSC: 62M10 62G20 62H15 60G70 PDF BibTeX XML Cite \textit{J. Gösmann} et al., Electron. J. Stat. 16, No. 1, 3608--3671 (2022; Zbl 1493.62524) Full Text: DOI arXiv Link
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 arXiv
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
Niles-Weed, Jonathan; Berthet, Quentin Minimax estimation of smooth densities in Wasserstein distance. (English) Zbl 07547940 Ann. Stat. 50, No. 3, 1519-1540 (2022). MSC: 62F99 62H99 PDF BibTeX XML Cite \textit{J. Niles-Weed} and \textit{Q. Berthet}, Ann. Stat. 50, No. 3, 1519--1540 (2022; Zbl 07547940) Full Text: DOI arXiv
Liu, Molei; Katsevich, Eugene; Janson, Lucas; Ramdas, Aaditya Fast and powerful conditional randomization testing via distillation. (English) Zbl 07543324 Biometrika 109, No. 2, 277-293 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{M. Liu} et al., Biometrika 109, No. 2, 277--293 (2022; Zbl 07543324) Full Text: DOI arXiv
Zhao, Qian; Sur, Pragya; Candès, Emmanuel J. The asymptotic distribution of the MLE in high-dimensional logistic models: arbitrary covariance. (English) Zbl 07526608 Bernoulli 28, No. 3, 1835-1861 (2022). MSC: 62Jxx 62Fxx 62Hxx PDF BibTeX XML Cite \textit{Q. Zhao} et al., Bernoulli 28, No. 3, 1835--1861 (2022; Zbl 07526608) Full Text: DOI arXiv Link
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 arXiv Link
Bing, Xin; Bunea, Florentina; Wegkamp, Marten Inference in latent factor regression with clusterable features. (English) Zbl 07526573 Bernoulli 28, No. 2, 997-1020 (2022). MSC: 62Hxx 62Mxx 62Pxx PDF BibTeX XML Cite \textit{X. Bing} et al., Bernoulli 28, No. 2, 997--1020 (2022; Zbl 07526573) Full Text: DOI arXiv Link
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 arXiv Link
Zhang, Dongliang; Khalili, Abbas; Asgharian, Masoud Post-model-selection inference in linear regression models: an integrated review. (English) Zbl 1485.62091 Stat. Surv. 16, 86-136 (2022). MSC: 62J05 62J07 62H12 62F25 PDF BibTeX XML Cite \textit{D. Zhang} et al., Stat. Surv. 16, 86--136 (2022; Zbl 1485.62091) Full Text: DOI Link
Alquier, Pierre; Marie, Nicolas; Rosier, Amélie Tight risk bound for high dimensional time series completion. (English) Zbl 1493.62545 Electron. J. Stat. 16, No. 1, 3001-3035 (2022). MSC: 62M20 62H12 37A25 62H25 62M10 60B20 PDF BibTeX XML Cite \textit{P. Alquier} et al., Electron. J. Stat. 16, No. 1, 3001--3035 (2022; Zbl 1493.62545) Full Text: DOI arXiv Link
Lopes, Miles E.; Yao, Junwen A sharp lower-tail bound for Gaussian maxima with application to bootstrap methods in high dimensions. (English) Zbl 1490.60079 Electron. J. Stat. 16, No. 1, 58-83 (2022). MSC: 60G15 60E15 62G09 62G32 PDF BibTeX XML Cite \textit{M. E. Lopes} and \textit{J. Yao}, Electron. J. Stat. 16, No. 1, 58--83 (2022; Zbl 1490.60079) Full Text: DOI arXiv Link
Bhattacharya, Suman; Khare, Kshitij; Pal, Subhadip Geometric ergodicity of Gibbs samplers for the horseshoe and its regularized variants. (English) Zbl 1498.62138 Electron. J. Stat. 16, No. 1, 1-57 (2022). MSC: 62J07 62F15 62J05 60J22 65C05 PDF BibTeX XML Cite \textit{S. Bhattacharya} et al., Electron. J. Stat. 16, No. 1, 1--57 (2022; Zbl 1498.62138) Full Text: DOI arXiv Link
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 1498.62350 Ann. Appl. Stat. 16, No. 1, 326-348 (2022). MSC: 62P99 62F15 62H30 68T10 PDF BibTeX XML Cite \textit{E. Santos-Fernandez} et al., Ann. Appl. Stat. 16, No. 1, 326--348 (2022; Zbl 1498.62350) Full Text: DOI arXiv
Jin, Zhumengmeng; Hobert, James P. Dimension free convergence rates for Gibbs samplers for Bayesian linear mixed models. (English) Zbl 1491.60119 Stochastic Processes Appl. 148, 25-67 (2022). MSC: 60J05 62J05 PDF BibTeX XML Cite \textit{Z. Jin} and \textit{J. P. Hobert}, Stochastic Processes Appl. 148, 25--67 (2022; Zbl 1491.60119) Full Text: DOI arXiv