Siddiqa, Hajra; Ali, Sajid; Shah, Ismail Most recent changepoint detection in censored panel data. (English) Zbl 07315566 Comput. Stat. 36, No. 1, 515-540 (2021). MSC: 65C60 PDF BibTeX XML Cite \textit{H. Siddiqa} et al., Comput. Stat. 36, No. 1, 515--540 (2021; Zbl 07315566) Full Text: DOI
Smeekes, Stephan; Wijler, Etienne An automated approach towards sparse single-equation cointegration modelling. (English) Zbl 07306302 J. Econom. 221, No. 1, 247-276 (2021). MSC: 62 91 PDF BibTeX XML Cite \textit{S. Smeekes} and \textit{E. Wijler}, J. Econom. 221, No. 1, 247--276 (2021; Zbl 07306302) Full Text: DOI
Cengiz, Cigdem; von Rosen, Dietrich; Singull, Martin Profile analysis in high dimensions. (English) Zbl 07303003 J. Stat. Theory Pract. 15, No. 1, Paper No. 15, 14 p. (2021). MSC: 62H15 62R07 PDF BibTeX XML Cite \textit{C. Cengiz} et al., J. Stat. Theory Pract. 15, No. 1, Paper No. 15, 14 p. (2021; Zbl 07303003) Full Text: DOI
Han, Yuefeng; Wu, Wei Biao Test for high dimensional covariance matrices. (English) Zbl 07315922 Ann. Stat. 48, No. 6, 3565-3588 (2020). MSC: 62F05 62F03 62H15 62E17 62R07 62P10 PDF BibTeX XML Cite \textit{Y. Han} and \textit{W. B. Wu}, Ann. Stat. 48, No. 6, 3565--3588 (2020; Zbl 07315922) Full Text: DOI Euclid
Chen, Bingzhen; Kong, Lingchen; Xu, Nana Smoothing quantile regression with elastic net penalty. (English) Zbl 07313906 Pac. J. Optim. 16, No. 3, 369-393 (2020). MSC: 47N10 62J05 49M15 62-07 65L20 PDF BibTeX XML Cite \textit{B. Chen} et al., Pac. J. Optim. 16, No. 3, 369--393 (2020; Zbl 07313906) Full Text: Link
Henni, Khadidja; Louis, Pierre-Yves; Vannier, Brigitte; Moussa, Ahmed Is-ClusterMPP: clustering algorithm through point processes and influence space towards high-dimensional data. (English) Zbl 07311723 Adv. Data Anal. Classif., ADAC 14, No. 3, 543-570 (2020). MSC: 62H30 62H11 60G55 65C05 PDF BibTeX XML Cite \textit{K. Henni} et al., Adv. Data Anal. Classif., ADAC 14, No. 3, 543--570 (2020; Zbl 07311723) Full Text: DOI
Galbraith, John W.; Zinde-Walsh, Victoria Simple and reliable estimators of coefficients of interest in a model with high-dimensional confounding effects. (English) Zbl 07308425 J. Econom. 218, No. 2, 609-632 (2020). MSC: 62 91 PDF BibTeX XML Cite \textit{J. W. Galbraith} and \textit{V. Zinde-Walsh}, J. Econom. 218, No. 2, 609--632 (2020; Zbl 07308425) Full Text: DOI
Tu, Yundong; Wang, Siwei Jackknife model averaging for expectile regressions in increasing dimension. (English) Zbl 07308061 Econ. Lett. 197, Article ID 109607, 6 p. (2020). MSC: 62G08 62G09 62R07 PDF BibTeX XML Cite \textit{Y. Tu} and \textit{S. Wang}, Econ. Lett. 197, Article ID 109607, 6 p. (2020; Zbl 07308061) Full Text: DOI
Li, Zehang Richard; McComick, Tyler H.; Clark, Samuel J. Using Bayesian latent Gaussian graphical models to infer symptom associations in verbal autopsies. (English) Zbl 07307949 Bayesian Anal. 15, No. 3, 781-807 (2020). MSC: 62H22 62H30 62N05 62P10 92D25 PDF BibTeX XML Cite \textit{Z. R. Li} et al., Bayesian Anal. 15, No. 3, 781--807 (2020; Zbl 07307949) Full Text: DOI Euclid
Hallin, Marc; Liška, Roman Dynamic factors in the presence of block structure. (English) Zbl 07307118 Hallin, Marc (ed.) et al., Time series in high dimensions. The general dynamic factor model. Hackensack, NJ: World Scientific (ISBN 978-981-327-800-4/hbk). 351-393 (2020). MSC: 62 PDF BibTeX XML Cite \textit{M. Hallin} and \textit{R. Liška}, in: Time series in high dimensions. The general dynamic factor model. Hackensack, NJ: World Scientific. 351--393 (2020; Zbl 07307118)
Zhang, Yuankun; Lian, Heng; Yu, Yan Ultra-high dimensional single-index quantile regression. (English) Zbl 07306908 J. Mach. Learn. Res. 21, Paper No. 224, 25 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{Y. Zhang} et al., J. Mach. Learn. Res. 21, Paper No. 224, 25 p. (2020; Zbl 07306908) Full Text: Link
Chi, Eric C.; Gaines, Brian J.; Sun, Will Wei; Zhou, Hua; Yang, Jian Provable convex co-clustering of tensors. (English) Zbl 07306902 J. Mach. Learn. Res. 21, Paper No. 214, 58 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{E. C. Chi} et al., J. Mach. Learn. Res. 21, Paper No. 214, 58 p. (2020; Zbl 07306902) Full Text: Link
Blum, Avrim; Dick, Travis; Manoj, Naren; Zhang, Hongyang Random smoothing might be unable to certify \(\ell_\infty\) robustness for high-dimensional images. (English) Zbl 07306900 J. Mach. Learn. Res. 21, Paper No. 211, 21 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{A. Blum} et al., J. Mach. Learn. Res. 21, Paper No. 211, 21 p. (2020; Zbl 07306900) Full Text: Link
Zahid, Faisal Maqbool; Faisal, Shahla; Heumann, Christian Variable selection techniques after multiple imputation in high-dimensional data. (English) Zbl 07300197 Stat. Methods Appl. 29, No. 3, 553-580 (2020). MSC: 62J07 62R07 62D10 62F07 PDF BibTeX XML Cite \textit{F. M. Zahid} et al., Stat. Methods Appl. 29, No. 3, 553--580 (2020; Zbl 07300197) Full Text: DOI
He, Jiayu; Li, Jianbo; Zhou, Qingyan; Yao, Jun’e; Wang, Xiuping Variables screening of ultra-high dimensional linear model with missing data. (Chinese. English summary) Zbl 07295357 J. Jiangsu Norm. Univ., Nat. Sci. 38, No. 1, 52-56 (2020). MSC: 62G05 62J05 62J07 62D10 PDF BibTeX XML Cite \textit{J. He} et al., J. Jiangsu Norm. Univ., Nat. Sci. 38, No. 1, 52--56 (2020; Zbl 07295357)
Jiang, Zhiqiang; Huang, Zhensheng; Fan, Guoliang Empirical likelihood for high-dimensional partially functional linear model. (English) Zbl 07293119 Random Matrices Theory Appl. 9, No. 4, Article ID 2050017, 24 p. (2020). MSC: 62G08 62G20 62R10 62P10 PDF BibTeX XML Cite \textit{Z. Jiang} et al., Random Matrices Theory Appl. 9, No. 4, Article ID 2050017, 24 p. (2020; Zbl 07293119) Full Text: DOI
Huang, Dongming; Janson, Lucas Relaxing the assumptions of knockoffs by conditioning. (English) Zbl 07285323 Ann. Stat. 48, No. 5, 3021-3042 (2020). MSC: 62G10 62H22 62R40 62B05 62J12 PDF BibTeX XML Cite \textit{D. Huang} and \textit{L. Janson}, Ann. Stat. 48, No. 5, 3021--3042 (2020; Zbl 07285323) Full Text: DOI Euclid
Deng, Lu; Zou, Changliang; Wang, Zhaojun; Chen, Xin Testing constancy of conditional variance in high dimension. (English) Zbl 07274760 Stat. Sin. 30, No. 3, 1633-1655 (2020). Reviewer: Glauber Márcio Silveira Pereira (Ceará) MSC: 62H15 62H12 62P10 46N30 PDF BibTeX XML Cite \textit{L. Deng} et al., Stat. Sin. 30, No. 3, 1633--1655 (2020; Zbl 07274760) Full Text: DOI
Wang, Lei; Lian, Heng Communication-efficient estimation of high-dimensional quantile regression. (English) Zbl 1452.62527 Anal. Appl., Singap. 18, No. 6, 1057-1075 (2020). MSC: 62J07 62G08 62R07 PDF BibTeX XML Cite \textit{L. Wang} and \textit{H. Lian}, Anal. Appl., Singap. 18, No. 6, 1057--1075 (2020; Zbl 1452.62527) Full Text: DOI
Nagy, Stanislav; Dyckerhoff, Rainer; Mozharovskyi, Pavlo Uniform convergence rates for the approximated halfspace and projection depth. (English) Zbl 07270282 Electron. J. Stat. 14, No. 2, 3939-3975 (2020). Reviewer: Arakaparampil M. Mathai (Montréal) MSC: 62G20 41A25 41A29 41A63 62H11 62H12 PDF BibTeX XML Cite \textit{S. Nagy} et al., Electron. J. Stat. 14, No. 2, 3939--3975 (2020; Zbl 07270282) Full Text: DOI Euclid
Li, Yingjie; Zhang, Liangliang; Maiti, Tapabrata High dimensional classification for spatially dependent data with application to neuroimaging. (English) Zbl 1452.62455 Electron. J. Stat. 14, No. 2, 3429-3486 (2020). Reviewer: Denis Sidorov (Irkutsk) MSC: 62H30 62H35 62R07 68U10 94A08 62P10 PDF BibTeX XML Cite \textit{Y. Li} et al., Electron. J. Stat. 14, No. 2, 3429--3486 (2020; Zbl 1452.62455) Full Text: DOI Euclid
Augugliaro, Luigi; Sottile, Gianluca; Vinciotti, Veronica The conditional censored graphical Lasso estimator. (English) Zbl 1452.62518 Stat. Comput. 30, No. 5, 1273-1289 (2020). MSC: 62J07 62N01 62H22 PDF BibTeX XML Cite \textit{L. Augugliaro} et al., Stat. Comput. 30, No. 5, 1273--1289 (2020; Zbl 1452.62518) Full Text: DOI
Jiang, Tiefeng; Xie, Junshan Limiting behavior of largest entry of random tensor constructed by high-dimensional data. (English) Zbl 07268535 J. Theor. Probab. 33, No. 4, 2380-2400 (2020). MSC: 60F05 62H10 PDF BibTeX XML Cite \textit{T. Jiang} and \textit{J. Xie}, J. Theor. Probab. 33, No. 4, 2380--2400 (2020; Zbl 07268535) Full Text: DOI
Zhang, Jin-Ting; Guo, Jia; Zhou, Bu; Cheng, Ming-Yen A simple two-sample test in high dimensions based on \(L^2\)-norm. (English) Zbl 1445.62123 J. Am. Stat. Assoc. 115, No. 530, 1011-1027 (2020). MSC: 62H15 PDF BibTeX XML Cite \textit{J.-T. Zhang} et al., J. Am. Stat. Assoc. 115, No. 530, 1011--1027 (2020; Zbl 1445.62123) Full Text: DOI
Xie, Jinhan; Lin, Yuanyuan; Yan, Xiaodong; Tang, Niansheng Category-adaptive variable screening for ultra-high dimensional heterogeneous categorical data. (English) Zbl 1445.62020 J. Am. Stat. Assoc. 115, No. 530, 747-760 (2020). MSC: 62D05 62H30 PDF BibTeX XML Cite \textit{J. Xie} et al., J. Am. Stat. Assoc. 115, No. 530, 747--760 (2020; Zbl 1445.62020) Full Text: DOI
Tang, Chengyong; Fan, Yingying; Kong, Yinfei Precision matrix estimation by inverse principal orthogonal decomposition. (English) Zbl 07266475 Commun. Math. Res. 36, No. 1, 68-92 (2020). MSC: 62H12 62H22 62H25 PDF BibTeX XML Cite \textit{C. Tang} et al., Commun. Math. Res. 36, No. 1, 68--92 (2020; Zbl 07266475) Full Text: DOI
Helgeson, Erika S.; Liu, Qian; Chen, Guanhua; Kosorok, Michael R.; Bair, Eric Biclustering via sparse clustering. (English) Zbl 1451.62121 Biometrics 76, No. 1, 348-358 (2020). MSC: 62P10 62H30 PDF BibTeX XML Cite \textit{E. S. Helgeson} et al., Biometrics 76, No. 1, 348--358 (2020; Zbl 1451.62121) Full Text: DOI
Zhou, Ruixuan Rachel; Wang, Liewei; Zhao, Sihai Dave Estimation and inference for the indirect effect in high-dimensional linear mediation models. (English) Zbl 1451.62157 Biometrika 107, No. 3, 573-589 (2020). MSC: 62P10 62R07 62M10 PDF BibTeX XML Cite \textit{R. R. Zhou} et al., Biometrika 107, No. 3, 573--589 (2020; Zbl 1451.62157) Full Text: DOI
Ayyala, Deepak Nag High-dimensional statistical inference: theoretical development to data analytics. (English) Zbl 1444.62133 Rao, Arni Srinivasa (ed.) et al., Principles and methods for data science. Amsterdam: Elsevier/North Holland. Handb. Stat. 43, 289-335 (2020). MSC: 62R07 62P10 PDF BibTeX XML Cite \textit{D. N. Ayyala}, Handb. Stat. 43, 289--335 (2020; Zbl 1444.62133) Full Text: DOI
Narisetty, Naveen Naidu Bayesian model selection for high-dimensional data. (English) Zbl 1444.62036 Rao, Arni Srinivasa (ed.) et al., Principles and methods for data science. Amsterdam: Elsevier/North Holland. Handb. Stat. 43, 207-248 (2020). MSC: 62F15 62H12 PDF BibTeX XML Cite \textit{N. N. Narisetty}, Handb. Stat. 43, 207--248 (2020; Zbl 1444.62036) Full Text: DOI
Wu, Yufei; Yu, Guan Weighted linear programming discriminant analysis for high-dimensional binary classification. (English) Zbl 07260691 Stat. Anal. Data Min. 13, No. 5, 437-450 (2020). MSC: 62 68 PDF BibTeX XML Cite \textit{Y. Wu} and \textit{G. Yu}, Stat. Anal. Data Min. 13, No. 5, 437--450 (2020; Zbl 07260691) Full Text: DOI
Pritchard, David A.; Liu, Yufeng Composite quantile-based classifiers. (English) Zbl 07260684 Stat. Anal. Data Min. 13, No. 4, 337-353 (2020). MSC: 62 68 PDF BibTeX XML Cite \textit{D. A. Pritchard} and \textit{Y. Liu}, Stat. Anal. Data Min. 13, No. 4, 337--353 (2020; Zbl 07260684) Full Text: DOI
Kato, Shogo; Mccullagh, Peter Some properties of a Cauchy family on the sphere derived from the Möbius transformations. (English) Zbl 07256174 Bernoulli 26, No. 4, 3224-3248 (2020). MSC: 60 62 PDF BibTeX XML Cite \textit{S. Kato} and \textit{P. Mccullagh}, Bernoulli 26, No. 4, 3224--3248 (2020; Zbl 07256174) Full Text: DOI Euclid
Sifaou, Houssem; Kammoun, Abla; Alouini, Mohamed-Slim High-dimensional linear discriminant analysis classifier for spiked covariance model. (English) Zbl 07255143 J. Mach. Learn. Res. 21, Paper No. 112, 24 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{H. Sifaou} et al., J. Mach. Learn. Res. 21, Paper No. 112, 24 p. (2020; Zbl 07255143) Full Text: Link
Bilgrau, Anders Ellern; Peeters, Carel F. W.; Eriksen, Poul Svante; Boegsted, Martin; van Wieringen, Wessel N. Targeted fused ridge estimation of inverse covariance matrices from multiple high-dimensional data classes. (English) Zbl 07255057 J. Mach. Learn. Res. 21, Paper No. 26, 52 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{A. E. Bilgrau} et al., J. Mach. Learn. Res. 21, Paper No. 26, 52 p. (2020; Zbl 07255057) Full Text: Link
Cai, Liqian; Maiti, Tapabrata Variable selection and estimation for high-dimensional spatial autoregressive models. (English) Zbl 1450.62048 Scand. J. Stat. 47, No. 2, 587-607 (2020). MSC: 62H11 62J07 62M10 PDF BibTeX XML Cite \textit{L. Cai} and \textit{T. Maiti}, Scand. J. Stat. 47, No. 2, 587--607 (2020; Zbl 1450.62048) Full Text: DOI
Lopes, Miles E.; Lin, Zhenhua; Müller, Hans-Georg Bootstrapping max statistics in high dimensions: near-parametric rates under weak variance decay and application to functional and multinomial data. (English) Zbl 07241587 Ann. Stat. 48, No. 2, 1214-1229 (2020). MSC: 62G09 62G15 62G05 62G20 62R10 PDF BibTeX XML Cite \textit{M. E. Lopes} et al., Ann. Stat. 48, No. 2, 1214--1229 (2020; Zbl 07241587) Full Text: DOI Euclid
Cao, Xuan; Khare, Kshitij; Ghosh, Malay Consistent Bayesian sparsity selection for high-dimensional Gaussian DAG models with multiplicative and beta-mixture priors. (English) Zbl 1448.62070 J. Multivariate Anal. 179, Article ID 104628, 21 p. (2020). MSC: 62H12 62F07 PDF BibTeX XML Cite \textit{X. Cao} et al., J. Multivariate Anal. 179, Article ID 104628, 21 p. (2020; Zbl 1448.62070) Full Text: DOI
Watanabe, Hiroki; Hyodo, Masashi; Nakagawa, Shigekazu Two-way MANOVA with unequal cell sizes and unequal cell covariance matrices in high-dimensional settings. (English) Zbl 1448.62078 J. Multivariate Anal. 179, Article ID 104625, 14 p. (2020). MSC: 62H12 62H15 62F12 PDF BibTeX XML Cite \textit{H. Watanabe} et al., J. Multivariate Anal. 179, Article ID 104625, 14 p. (2020; Zbl 1448.62078) Full Text: DOI
Liu, Qiang; Tong, Xin T. Accelerating Metropolis-within-Gibbs sampler with localized computations of differential equations. (English) Zbl 1447.62135 Stat. Comput. 30, No. 4, 1037-1056 (2020). MSC: 62R07 62-08 65L06 PDF BibTeX XML Cite \textit{Q. Liu} and \textit{X. T. Tong}, Stat. Comput. 30, No. 4, 1037--1056 (2020; Zbl 1447.62135) Full Text: DOI
Nikooienejad, Amir; Wang, Wenyi; Johnson, Valen E. Bayesian variable selection for survival data using inverse moment priors. (English) Zbl 1446.62284 Ann. Appl. Stat. 14, No. 2, 809-828 (2020). MSC: 62P10 62N05 62F07 62H20 PDF BibTeX XML Cite \textit{A. Nikooienejad} et al., Ann. Appl. Stat. 14, No. 2, 809--828 (2020; Zbl 1446.62284) Full Text: DOI Euclid
Cohen, Albert; Dahmen, Wolfgang; Devore, Ronald; Nichols, James Reduced basis greedy selection using random training sets. (English) Zbl 1444.62113 ESAIM, Math. Model. Numer. Anal. 54, No. 5, 1509-1524 (2020). MSC: 62M45 65D05 65Y20 68Q32 68Q30 35B30 41A25 58D15 PDF BibTeX XML Cite \textit{A. Cohen} et al., ESAIM, Math. Model. Numer. Anal. 54, No. 5, 1509--1524 (2020; Zbl 1444.62113) Full Text: DOI
Liu, Yaowu; Xie, Jun Cauchy combination test: a powerful test with analytic \(p\)-value calculation under arbitrary dependency structures. (English) Zbl 1437.62163 J. Am. Stat. Assoc. 115, No. 529, 393-402 (2020). MSC: 62G10 62G20 62R07 62P10 PDF BibTeX XML Cite \textit{Y. Liu} and \textit{J. Xie}, J. Am. Stat. Assoc. 115, No. 529, 393--402 (2020; Zbl 1437.62163) Full Text: DOI
Fan, Yingying; Demirkaya, Emre; Li, Gaorong; Lv, Jinchi RANK: large-scale inference with graphical nonlinear knockoffs. (English) Zbl 1437.62699 J. Am. Stat. Assoc. 115, No. 529, 362-379 (2020). MSC: 62R07 68T09 62F12 PDF BibTeX XML Cite \textit{Y. Fan} et al., J. Am. Stat. Assoc. 115, No. 529, 362--379 (2020; Zbl 1437.62699) Full Text: DOI
Gao, Yuan; Shang, Han Lin; Yang, Yanrong Modelling functional data with high-dimensional error structure. (English) Zbl 1444.62153 Aneiros, Germán (ed.) et al., Functional and high-dimensional statistics and related fields. Selected papers presented at the 5th international workshop on functional and operatorial statistics, IWFOS 2021, Brno, Czech Republic, June 23–25, 2021. Cham: Springer. Contrib. Stat., 99-106 (2020). MSC: 62R10 62E20 PDF BibTeX XML Cite \textit{Y. Gao} et al., in: Functional and high-dimensional statistics and related fields. Selected papers presented at the 5th international workshop on functional and operatorial statistics, IWFOS 2021, Brno, Czech Republic, June 23--25, 2021. Cham: Springer. 99--106 (2020; Zbl 1444.62153) Full Text: DOI
Sheikh, Mansoor; Coolen, A. C. C. Accurate Bayesian data classification without hyperparameter cross-validation. (English) Zbl 07223601 J. Classif. 37, No. 2, 277-297 (2020). MSC: 62H30 PDF BibTeX XML Cite \textit{M. Sheikh} and \textit{A. C. C. Coolen}, J. Classif. 37, No. 2, 277--297 (2020; Zbl 07223601) Full Text: DOI
Klau, Simon; Martin-Magniette, Marie-Laure; Boulesteix, Anne-Laure; Hoffmann, Sabine Sampling uncertainty versus method uncertainty: a general framework with applications to omics biomarker selection. (English) Zbl 1436.62582 Biom. J. 62, No. 3, 670-687 (2020). MSC: 62P10 PDF BibTeX XML Cite \textit{S. Klau} et al., Biom. J. 62, No. 3, 670--687 (2020; Zbl 1436.62582) Full Text: DOI
Espig, Mike; Hackbusch, Wolfgang; Litvinenko, Alexander; Matthies, Hermann G.; Zander, Elmar Iterative algorithms for the post-processing of high-dimensional data. (English) Zbl 1436.65054 J. Comput. Phys. 410, Article ID 109396, 22 p. (2020). MSC: 65F55 65N06 15A69 PDF BibTeX XML Cite \textit{M. Espig} et al., J. Comput. Phys. 410, Article ID 109396, 22 p. (2020; Zbl 1436.65054) Full Text: DOI
Aneiros, Germán (ed.); Horová, Ivana (ed.); Hušková, Marie (ed.); Vieu, Philippe (ed.) Functional and high-dimensional statistics and related fields. Selected papers presented at the 5th international workshop on functional and operatorial statistics, IWFOS 2021, Brno, Czech Republic, June 23–25, 2021. (English) Zbl 1446.62001 Contributions to Statistics. Cham: Springer (ISBN 978-3-030-47755-4/hbk; 978-3-030-47756-1/ebook). xxii, 254 p. (2020). MSC: 62-02 62R10 00B25 PDF BibTeX XML Cite \textit{G. Aneiros} (ed.) et al., Functional and high-dimensional statistics and related fields. Selected papers presented at the 5th international workshop on functional and operatorial statistics, IWFOS 2021, Brno, Czech Republic, June 23--25, 2021. Cham: Springer (2020; Zbl 1446.62001) Full Text: DOI
Lettau, Martin; Pelger, Markus Estimating latent asset-pricing factors. (English) Zbl 07213062 J. Econom. 218, No. 1, 1-31 (2020). MSC: 62 91 PDF BibTeX XML Cite \textit{M. Lettau} and \textit{M. Pelger}, J. Econom. 218, No. 1, 1--31 (2020; Zbl 07213062) Full Text: DOI
Najarzadeh, Dariush A simple test for zero multiple correlation coefficient in high-dimensional normal data using random projection. (English) Zbl 07212309 Comput. Stat. Data Anal. 148, Article ID 106955, 11 p. (2020). MSC: 62 PDF BibTeX XML Cite \textit{D. Najarzadeh}, Comput. Stat. Data Anal. 148, Article ID 106955, 11 p. (2020; Zbl 07212309) Full Text: DOI
Qiao, Xinghao; Qian, Cheng; James, Gareth M.; Guo, Shaojun Doubly functional graphical models in high dimensions. (English) Zbl 1441.62155 Biometrika 107, No. 2, 415-431 (2020). MSC: 62H22 62R10 62H25 62R07 62H35 62P10 PDF BibTeX XML Cite \textit{X. Qiao} et al., Biometrika 107, No. 2, 415--431 (2020; Zbl 1441.62155) Full Text: DOI
Tang, Zhou; Yu, Zhangsheng; Wang, Cheng A fast iterative algorithm for high-dimensional differential network. (English) Zbl 07206114 Comput. Stat. 35, No. 1, 95-109 (2020). MSC: 65C60 PDF BibTeX XML Cite \textit{Z. Tang} et al., Comput. Stat. 35, No. 1, 95--109 (2020; Zbl 07206114) Full Text: DOI
Park, Young Woong; Klabjan, Diego Subset selection for multiple linear regression via optimization. (English) Zbl 1445.62173 J. Glob. Optim. 77, No. 3, 543-574 (2020). MSC: 62J05 62F07 62-08 62J15 PDF BibTeX XML Cite \textit{Y. W. Park} and \textit{D. Klabjan}, J. Glob. Optim. 77, No. 3, 543--574 (2020; Zbl 1445.62173) Full Text: DOI
Imaizumi, Tadashi (ed.); Okada, Akinori (ed.); Miyamoto, Sadaaki (ed.); Sakaori, Fumitake (ed.); Yamamoto, Yoshiro (ed.); Vichi, Maurizio (ed.) Advanced studies in classification and data science. Selected papers presented at the biennial conference of the International Federation of Classification Societies (IFCS), Tokyo, Japan, August 8–10, 2017. (English) Zbl 1444.62004 Studies in Classification, Data Analysis, and Knowledge Organization. Singapore: Springer (ISBN 978-981-15-3310-5/pbk; 978-981-15-3311-2/ebook). xi, 524 p. (2020). MSC: 62-06 62H30 62R07 62P10 00B25 PDF BibTeX XML Cite \textit{T. Imaizumi} (ed.) et al., Advanced studies in classification and data science. Selected papers presented at the biennial conference of the International Federation of Classification Societies (IFCS), Tokyo, Japan, August 8--10, 2017. Singapore: Springer (2020; Zbl 1444.62004) Full Text: DOI
Zhu, Xuening Nonconcave penalized estimation in sparse vector autoregression model. (English) Zbl 1439.62200 Electron. J. Stat. 14, No. 1, 1413-1448 (2020). MSC: 62M10 62J07 62F12 62H12 PDF BibTeX XML Cite \textit{X. Zhu}, Electron. J. Stat. 14, No. 1, 1413--1448 (2020; Zbl 1439.62200) Full Text: DOI Euclid
Chu, Wanghuan; Li, Runze; Liu, Jingyuan; Reimherr, Matthew Feature selection for generalized varying coefficient mixed-effect models with application to obesity GWAS. (English) Zbl 1439.62217 Ann. Appl. Stat. 14, No. 1, 276-298 (2020). MSC: 62P10 62H11 92D10 PDF BibTeX XML Cite \textit{W. Chu} et al., Ann. Appl. Stat. 14, No. 1, 276--298 (2020; Zbl 1439.62217) Full Text: DOI Euclid
Dobriban, Edgar; Leeb, William; Singer, Amit Optimal prediction in the linearly transformed spiked model. (English) Zbl 1441.62158 Ann. Stat. 48, No. 1, 491-513 (2020). Reviewer: Pavel Stoynov (Sofia) MSC: 62H25 62H15 62M20 62D10 62P35 PDF BibTeX XML Cite \textit{E. Dobriban} et al., Ann. Stat. 48, No. 1, 491--513 (2020; Zbl 1441.62158) Full Text: DOI Euclid
Feng, Long; Ren, Haojie; Zou, Changliang A setwise EWMA scheme for monitoring high-dimensional datastreams. (English) Zbl 1440.62208 Random Matrices Theory Appl. 9, No. 2, Article ID 2050004, 25 p. (2020). MSC: 62H12 62R07 62L12 62G10 62P30 PDF BibTeX XML Cite \textit{L. Feng} et al., Random Matrices Theory Appl. 9, No. 2, Article ID 2050004, 25 p. (2020; Zbl 1440.62208) Full Text: DOI
Paindaveine, Davy; Verdebout, Thomas Detecting the direction of a signal on high-dimensional spheres: non-null and Le Cam optimality results. (English) Zbl 1436.62195 Probab. Theory Relat. Fields 176, No. 3-4, 1165-1216 (2020). MSC: 62H11 62F03 PDF BibTeX XML Cite \textit{D. Paindaveine} and \textit{T. Verdebout}, Probab. Theory Relat. Fields 176, No. 3--4, 1165--1216 (2020; Zbl 1436.62195) Full Text: DOI
Ortner, Irene; Filzmoser, Peter; Croux, Christophe Robust and sparse multigroup classification by the optimal scoring approach. (English) Zbl 1433.68372 Data Min. Knowl. Discov. 34, No. 3, 723-741 (2020). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{I. Ortner} et al., Data Min. Knowl. Discov. 34, No. 3, 723--741 (2020; Zbl 1433.68372) Full Text: DOI
Barbay, Jérémy; Pérez-Lantero, Pablo; Rojas-Ledesma, Javiel Computing coverage kernels under restricted settings. (English) Zbl 1433.68481 Theor. Comput. Sci. 815, 270-288 (2020). MSC: 68U05 68Q17 68W25 PDF BibTeX XML Cite \textit{J. Barbay} et al., Theor. Comput. Sci. 815, 270--288 (2020; Zbl 1433.68481) Full Text: DOI
Wang, Y. Samuel; Drton, Mathias High-dimensional causal discovery under non-Gaussianity. (English) Zbl 1435.62213 Biometrika 107, No. 1, 41-59 (2020). MSC: 62H22 62G30 PDF BibTeX XML Cite \textit{Y. S. Wang} and \textit{M. Drton}, Biometrika 107, No. 1, 41--59 (2020; Zbl 1435.62213) Full Text: DOI
Yin, Yanqing On the singular value distribution of large-dimensional data matrices whose columns have different correlations. (English) Zbl 1435.15026 Statistics 54, No. 2, 353-374 (2020). MSC: 15B52 15A18 60F15 62E20 60F17 PDF BibTeX XML Cite \textit{Y. Yin}, Statistics 54, No. 2, 353--374 (2020; Zbl 1435.15026) Full Text: DOI
Qian, Manling; Tao, Li; Li, Erqian; Tian, Maozai Hypothesis testing for the identity of high-dimensional covariance matrices. (English) Zbl 1440.62078 Stat. Probab. Lett. 161, Article ID 108699, 12 p. (2020). MSC: 62F03 62H12 15A18 PDF BibTeX XML Cite \textit{M. Qian} et al., Stat. Probab. Lett. 161, Article ID 108699, 12 p. (2020; Zbl 1440.62078) Full Text: DOI
Li, Jun Asymptotic distribution-free change-point detection based on interpoint distances for high-dimensional data. (English) Zbl 1435.62152 J. Nonparametric Stat. 32, No. 1, 157-184 (2020). MSC: 62G10 62G20 PDF BibTeX XML Cite \textit{J. Li}, J. Nonparametric Stat. 32, No. 1, 157--184 (2020; Zbl 1435.62152) Full Text: DOI
Steland, Ansgar Testing and estimating change-points in the covariance matrix of a high-dimensional time series. (English) Zbl 1445.62239 J. Multivariate Anal. 177, Article ID 104582, 24 p. (2020). Reviewer: Alex V. Kolnogorov (Novgorod) MSC: 62M10 62H12 62H20 62G10 62E20 60F15 PDF BibTeX XML Cite \textit{A. Steland}, J. Multivariate Anal. 177, Article ID 104582, 24 p. (2020; Zbl 1445.62239) Full Text: DOI
He, Di; Zhou, Yong; Zou, Hui High-dimensional variable selection with right-censored length-biased data. (English) Zbl 1444.62115 Stat. Sin. 30, No. 1, 193-215 (2020). MSC: 62N01 62M10 62P25 PDF BibTeX XML Cite \textit{D. He} et al., Stat. Sin. 30, No. 1, 193--215 (2020; Zbl 1444.62115) Full Text: DOI
Luu, Tung Duy; Fadili, Jalal; Chesneau, Christophe Sharp oracle inequalities for low-complexity priors. (English) Zbl 1439.62141 Ann. Inst. Stat. Math. 72, No. 2, 353-397 (2020). Reviewer: Jonas Šiaulys (Vilnius) MSC: 62H12 62H10 62R10 60E15 PDF BibTeX XML Cite \textit{T. D. Luu} et al., Ann. Inst. Stat. Math. 72, No. 2, 353--397 (2020; Zbl 1439.62141) Full Text: DOI
Boudt, Kris; Rousseeuw, Peter J.; Vanduffel, Steven; Verdonck, Tim The minimum regularized covariance determinant estimator. (English) Zbl 1436.62197 Stat. Comput. 30, No. 1, 113-128 (2020). MSC: 62H12 62F35 62J02 62P25 62R07 PDF BibTeX XML Cite \textit{K. Boudt} et al., Stat. Comput. 30, No. 1, 113--128 (2020; Zbl 1436.62197) Full Text: DOI
Cao, Xuan; Khare, Kshitij; Ghosh, Malay High-dimensional posterior consistency for hierarchical non-local priors in regression. (English) Zbl 1437.62253 Bayesian Anal. 15, No. 1, 241-262 (2020). MSC: 62J05 62J07 62H12 PDF BibTeX XML Cite \textit{X. Cao} et al., Bayesian Anal. 15, No. 1, 241--262 (2020; Zbl 1437.62253) Full Text: DOI Euclid
Jiang, Binyan; Chen, Ziqi; Leng, Chenlei Dynamic linear discriminant analysis in high dimensional space. (English) Zbl 07166562 Bernoulli 26, No. 2, 1234-1268 (2020). MSC: 60 62 PDF BibTeX XML Cite \textit{B. Jiang} et al., Bernoulli 26, No. 2, 1234--1268 (2020; Zbl 07166562) Full Text: DOI Euclid
Gao, Chao Robust regression via mutivariate regression depth. (English) Zbl 07166559 Bernoulli 26, No. 2, 1139-1170 (2020). MSC: 60 62 PDF BibTeX XML Cite \textit{C. Gao}, Bernoulli 26, No. 2, 1139--1170 (2020; Zbl 07166559) Full Text: DOI Euclid
Fang, Qian; Yu, Chen; Weiping, Zhang Regularized estimation of precision matrix for high-dimensional multivariate longitudinal data. (English) Zbl 1435.62190 J. Multivariate Anal. 176, Article ID 104580, 19 p. (2020). Reviewer: Denis Sidorov (Irkutsk) MSC: 62H12 62F12 62H11 62J07 62M10 PDF BibTeX XML Cite \textit{Q. Fang} et al., J. Multivariate Anal. 176, Article ID 104580, 19 p. (2020; Zbl 1435.62190) Full Text: DOI
Huang, Longlong; Kopciuk, Karen; Lu, Xuewen Adaptive group bridge selection in the semiparametric accelerated failure time model. (English) Zbl 1437.62277 J. Multivariate Anal. 175, Article ID 104562, 19 p. (2020). Reviewer: Oleksandr Kukush (Kyïv) MSC: 62J07 62G20 62N01 62H12 PDF BibTeX XML Cite \textit{L. Huang} et al., J. Multivariate Anal. 175, Article ID 104562, 19 p. (2020; Zbl 1437.62277) Full Text: DOI
Zhou, Yeqing; Liu, Jingyuan; Zhu, Liping Test for conditional independence with application to conditional screening. (English) Zbl 1435.62160 J. Multivariate Anal. 175, Article ID 104557, 18 p. (2020). Reviewer: Wiesław Dziubdziela (Miedziana Góra) MSC: 62G10 62H15 PDF BibTeX XML Cite \textit{Y. Zhou} et al., J. Multivariate Anal. 175, Article ID 104557, 18 p. (2020; Zbl 1435.62160) Full Text: DOI
Sun, Gaoming; Xie, Junshan Asymptotic normality and moderate deviation principle for high-dimensional likelihood ratio statistic on block compound symmetry covariance structure. (English) Zbl 1437.62201 Statistics 54, No. 1, 114-134 (2020). MSC: 62H15 62E20 60F05 PDF BibTeX XML Cite \textit{G. Sun} and \textit{J. Xie}, Statistics 54, No. 1, 114--134 (2020; Zbl 1437.62201) Full Text: DOI
Liu, Mengque; Zhang, Qingzhao; Fang, Kuangnan; Ma, Shuangge Structured analysis of the high-dimensional FMR model. (English) Zbl 07160695 Comput. Stat. Data Anal. 144, Article ID 106883, 11 p. (2020). MSC: 62 PDF BibTeX XML Cite \textit{M. Liu} et al., Comput. Stat. Data Anal. 144, Article ID 106883, 11 p. (2020; Zbl 07160695) Full Text: DOI
Liu, Wei; Li, Ying Qiu Sign-based test for mean vector in high-dimensional and sparse settings. (English) Zbl 1435.62200 Acta Math. Sin., Engl. Ser. 36, No. 1, 93-108 (2020). Reviewer: Fabio Rapallo (Alessandria) MSC: 62H15 62R07 62G35 PDF BibTeX XML Cite \textit{W. Liu} and \textit{Y. Q. Li}, Acta Math. Sin., Engl. Ser. 36, No. 1, 93--108 (2020; Zbl 1435.62200) Full Text: DOI
Begin, Étienne; Dutilleul, Pierre; Beaulieu, Carole; Bouezmarni, Taoufik M-vine decomposition and VAR(1) models. (English) Zbl 1440.62205 Stat. Probab. Lett. 158, Article ID 108660, 6 p. (2020). MSC: 62H12 62H05 62M15 62M10 PDF BibTeX XML Cite \textit{É. Begin} et al., Stat. Probab. Lett. 158, Article ID 108660, 6 p. (2020; Zbl 1440.62205) Full Text: DOI
Ding, Xue Some sphericity tests for high dimensional data based on ratio of the traces of sample covariance matrices. (English) Zbl 07153423 Stat. Probab. Lett. 156, Article ID 108613, 9 p. (2020). MSC: 62H15 62H12 62M40 60B20 PDF BibTeX XML Cite \textit{X. Ding}, Stat. Probab. Lett. 156, Article ID 108613, 9 p. (2020; Zbl 07153423) Full Text: DOI
Yang, Jing-Hua; Zhao, Xi-Le; Ji, Teng-Yu; Ma, Tian-Hui; Huang, Ting-Zhu Low-rank tensor train for tensor robust principal component analysis. (English) Zbl 1433.90118 Appl. Math. Comput. 367, Article ID 124783, 15 p. (2020). MSC: 90C25 65K10 62H25 94A08 PDF BibTeX XML Cite \textit{J.-H. Yang} et al., Appl. Math. Comput. 367, Article ID 124783, 15 p. (2020; Zbl 1433.90118) Full Text: DOI
Eustáquio, Fernanda; Nogueira, Tatiane Evaluating the numerical instability in fuzzy clustering validation of high-dimensional data. (English) Zbl 1443.62181 Theor. Comput. Sci. 805, 19-36 (2020). MSC: 62H30 62H86 62-08 PDF BibTeX XML Cite \textit{F. Eustáquio} and \textit{T. Nogueira}, Theor. Comput. Sci. 805, 19--36 (2020; Zbl 1443.62181) Full Text: DOI
Bommert, Andrea; Sun, Xudong; Bischl, Bernd; Rahnenführer, Jörg; Lang, Michel Benchmark for filter methods for feature selection in high-dimensional classification data. (English) Zbl 07135552 Comput. Stat. Data Anal. 143, Article ID 106839, 19 p. (2020). MSC: 62 PDF BibTeX XML Cite \textit{A. Bommert} et al., Comput. Stat. Data Anal. 143, Article ID 106839, 19 p. (2020; Zbl 07135552) Full Text: DOI
Jentsch, Carsten; Lee, Eun Ryung; Mammen, Enno Time-dependent Poisson reduced rank models for political text data analysis. (English) Zbl 07135528 Comput. Stat. Data Anal. 142, Article ID 106813, 15 p. (2020). MSC: 62 PDF BibTeX XML Cite \textit{C. Jentsch} et al., Comput. Stat. Data Anal. 142, Article ID 106813, 15 p. (2020; Zbl 07135528) Full Text: DOI
Cui, Wenquan; Huang, Yuqiao A new random projection-based ensemble classifier for high-dimensional data. (Chinese. English summary) Zbl 07295881 J. Univ. Sci. Technol. China 49, No. 12, 974-984 (2019). MSC: 68T05 PDF BibTeX XML Cite \textit{W. Cui} and \textit{Y. Huang}, J. Univ. Sci. Technol. China 49, No. 12, 974--984 (2019; Zbl 07295881) Full Text: DOI
Bugbee, Bruce; Bush, Brian W.; Gruchalla, Kenny; Potter, Kristin; Brunhart-lupo, Nicholas; Krishnan, Venkat Enabling immersive engagement in energy system models with deep learning. (English) Zbl 07260640 Stat. Anal. Data Min. 12, No. 4, 325-337 (2019). MSC: 62 68 PDF BibTeX XML Cite \textit{B. Bugbee} et al., Stat. Anal. Data Min. 12, No. 4, 325--337 (2019; Zbl 07260640) Full Text: DOI
Zhang, Chunxia; Wu, Yilei; Zhu, Mu Pruning variable selection ensembles. (English) Zbl 07260628 Stat. Anal. Data Min. 12, No. 3, 168-184 (2019). MSC: 62 68 PDF BibTeX XML Cite \textit{C. Zhang} et al., Stat. Anal. Data Min. 12, No. 3, 168--184 (2019; Zbl 07260628) Full Text: DOI
Safo, Sandra E.; Long, Qi Sparse linear discriminant analysis in structured covariates space. (English) Zbl 07260619 Stat. Anal. Data Min. 12, No. 2, 56-69 (2019). MSC: 62 68 PDF BibTeX XML Cite \textit{S. E. Safo} and \textit{Q. Long}, Stat. Anal. Data Min. 12, No. 2, 56--69 (2019; Zbl 07260619) Full Text: DOI
Sugiyama, Takatoshi; Hyodo, Masashi; Watanabe, Hiroki; Tsukada, Shin-ichi; Seo, Takashi Test for equality of generalized variance in high-dimensional and large sample settings. (English) Zbl 1448.62083 SUT J. Math. 55, No. 2, 139-154 (2019). MSC: 62H15 62H12 62E20 62R07 PDF BibTeX XML Cite \textit{T. Sugiyama} et al., SUT J. Math. 55, No. 2, 139--154 (2019; Zbl 1448.62083)
Leday, Gwenaël G. R.; Richardson, Sylvia Fast Bayesian inference in large Gaussian graphical models. (English) Zbl 1448.62088 Biometrics 75, No. 4, 1288-1298 (2019). MSC: 62H22 62H20 62F15 62P10 92D20 PDF BibTeX XML Cite \textit{G. G. R. Leday} and \textit{S. Richardson}, Biometrics 75, No. 4, 1288--1298 (2019; Zbl 1448.62088) Full Text: DOI
Nghiem, Linh; Potgieter, Cornelis Simulation-selection-extrapolation: estimation in high-dimensional errors-in-variables models. (English) Zbl 1448.62180 Biometrics 75, No. 4, 1133-1144 (2019). MSC: 62P10 62R07 62J12 PDF BibTeX XML Cite \textit{L. Nghiem} and \textit{C. Potgieter}, Biometrics 75, No. 4, 1133--1144 (2019; Zbl 1448.62180) Full Text: DOI
Chen, Ranran; Li, Gaorong Testing for covariance matrices in panel data models with interactive fixed effects. (Chinese. English summary) Zbl 1449.62120 Chin. J. Appl. Probab. Stat. 35, No. 6, 621-638 (2019). MSC: 62H15 62D20 62E20 PDF BibTeX XML Cite \textit{R. Chen} and \textit{G. Li}, Chin. J. Appl. Probab. Stat. 35, No. 6, 621--638 (2019; Zbl 1449.62120) Full Text: DOI
Chamroukhi, Faïcel; Lecocq, Florian; Nguyen, Hien D. Regularized estimation and feature selection in mixtures of Gaussian-gated experts models. (English) Zbl 1445.62325 Nguyen, Hien (ed.), Statistics and data science. Proceedings of the research school on statistics and data science, RSSDS 2019, Melbourne, Australia, July 24–26, 2019. Singapore: Springer. Commun. Comput. Inf. Sci. 1150, 42-56 (2019). MSC: 62R07 62J07 62H30 PDF BibTeX XML Cite \textit{F. Chamroukhi} et al., Commun. Comput. Inf. Sci. 1150, 42--56 (2019; Zbl 1445.62325) Full Text: DOI
Javidian, Mohammad Ali; Valtorta, Marco; Jamshidi, Pooyan Order-independent structure learning of multivariate regression chain graphs. (English) Zbl 1440.68217 Ben Amor, Nahla (ed.) et al., Scalable uncertainty management. 13th international conference, SUM 2019, Compiègne, France, December 16–18, 2019. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 11940, 324-338 (2019). MSC: 68T05 PDF BibTeX XML Cite \textit{M. A. Javidian} et al., Lect. Notes Comput. Sci. 11940, 324--338 (2019; Zbl 1440.68217) Full Text: DOI
Patil, Abhijeet R.; Chang, Jongwha; Leung, Ming-Ying; Kim, Sangjin Analyzing high dimensional correlated data using feature ranking and classifiers. (English) Zbl 1439.92087 Comput. Math. Biophys. 7, No. 1, 98-120 (2019). MSC: 92C40 62P10 62B10 PDF BibTeX XML Cite \textit{A. R. Patil} et al., Comput. Math. Biophys. 7, No. 1, 98--120 (2019; Zbl 1439.92087) Full Text: DOI
Ahmad, M. Rauf A unified approach to testing mean vectors with large dimensions. (English) Zbl 1437.62285 AStA, Adv. Stat. Anal. 103, No. 4, 593-618 (2019). MSC: 62J10 62R07 62G30 PDF BibTeX XML Cite \textit{M. R. Ahmad}, AStA, Adv. Stat. Anal. 103, No. 4, 593--618 (2019; Zbl 1437.62285) Full Text: DOI
Choi, Young-Geun; Lim, Johan; Choi, Sujung High-dimensional Markowitz portfolio optimization problem: empirical comparison of covariance matrix estimators. (English) Zbl 07193780 J. Stat. Comput. Simulation 89, No. 7, 1278-1300 (2019). MSC: 62H99 62P20 PDF BibTeX XML Cite \textit{Y.-G. Choi} et al., J. Stat. Comput. Simulation 89, No. 7, 1278--1300 (2019; Zbl 07193780) Full Text: DOI
Aydın, Dursun; Ahmed, S. Ejaz; Yılmaz, Ersin Estimation of semiparametric regression model with right-censored high-dimensional data. (English) Zbl 07193766 J. Stat. Comput. Simulation 89, No. 6, 985-1004 (2019). MSC: 62N01 62J07 62H12 PDF BibTeX XML Cite \textit{D. Aydın} et al., J. Stat. Comput. Simulation 89, No. 6, 985--1004 (2019; Zbl 07193766) Full Text: DOI
Lim, Yaeji; Oh, Hee-Seok; Cheung, Ying Kuen Multiscale clustering for functional data. (English) Zbl 1436.62271 J. Classif. 36, No. 2, 368-391 (2019). MSC: 62H30 42C40 62R10 62R07 PDF BibTeX XML Cite \textit{Y. Lim} et al., J. Classif. 36, No. 2, 368--391 (2019; Zbl 1436.62271) Full Text: DOI