Lin, Lu; Li, Feng Global debiased DC estimations for biased estimators via pro forma regression. (English) Zbl 07740664 Test 32, No. 2, 726-758 (2023). MSC: 62F12 62J07 62J02 PDF BibTeX XML Cite \textit{L. Lin} and \textit{F. Li}, Test 32, No. 2, 726--758 (2023; Zbl 07740664) Full Text: DOI
Chen, Zijuan; Wang, Suojin Inferences for extended partially linear single-index models. (English) Zbl 07740659 Test 32, No. 2, 602-622 (2023). MSC: 62G05 62F03 62J07 PDF BibTeX XML Cite \textit{Z. Chen} and \textit{S. Wang}, Test 32, No. 2, 602--622 (2023; Zbl 07740659) Full Text: DOI
Kramlinger, Peter; Schneider, Ulrike; Krivobokova, Tatyana Uniformly valid inference based on the Lasso in linear mixed models. (English) Zbl 07740041 J. Multivariate Anal. 198, Article ID 105230, 15 p. (2023). MSC: 62Hxx 62F25 62J10 62J07 PDF BibTeX XML Cite \textit{P. Kramlinger} et al., J. Multivariate Anal. 198, Article ID 105230, 15 p. (2023; Zbl 07740041) Full Text: DOI arXiv
Sami, Faiza; Butt, Muhammad Moeen; Amin, Muhammad Two parameter estimators for the Conway-Maxwell-Poisson regression model. (English) Zbl 07739781 J. Stat. Comput. Simulation 93, No. 13, 2137-2157 (2023). MSC: 62-XX 62J07 62J12 PDF BibTeX XML Cite \textit{F. Sami} et al., J. Stat. Comput. Simulation 93, No. 13, 2137--2157 (2023; Zbl 07739781) Full Text: DOI
Fan, Yibao; Shang, Youlin; Jin, Zheng-Fen; Liu, Jia; Zhang, Roxin An accelerated proximal alternating direction method of multipliers for robust fused Lasso. (English) Zbl 07739620 RAIRO, Oper. Res. 57, No. 3, 1219-1238 (2023). MSC: 90C25 90C30 62J05 PDF BibTeX XML Cite \textit{Y. Fan} et al., RAIRO, Oper. Res. 57, No. 3, 1219--1238 (2023; Zbl 07739620) Full Text: DOI
Özkale, M. Revan; Altuner, Hüsniye Bootstrap selection of ridge regularization parameter: a comparative study via a simulation study. (English) Zbl 07739556 Commun. Stat., Simulation Comput. 52, No. 8, 3820-3838 (2023). MSC: 62F40 62J07 11K45 PDF BibTeX XML Cite \textit{M. R. Özkale} and \textit{H. Altuner}, Commun. Stat., Simulation Comput. 52, No. 8, 3820--3838 (2023; Zbl 07739556) Full Text: DOI
Zandi, Zahra; Bevrani, Hossein; Belaghi, Reza Arabi Using shrinkage strategies to estimate fixed effects in zero-inflated negative binomial mixed model. (English) Zbl 07739070 Commun. Stat., Simulation Comput. 52, No. 7, 3201-3222 (2023). MSC: 62J05 62J07 PDF BibTeX XML Cite \textit{Z. Zandi} et al., Commun. Stat., Simulation Comput. 52, No. 7, 3201--3222 (2023; Zbl 07739070) Full Text: DOI
Maksaei, Najmieh; Rasekh, Abdolrahman; Babadi, Babak Influence measures and outliers detection in linear mixed measurement error models with ridge estimation. (English) Zbl 07739060 Commun. Stat., Simulation Comput. 52, No. 7, 3062-3078 (2023). MSC: 62J05 62J07 PDF BibTeX XML Cite \textit{N. Maksaei} et al., Commun. Stat., Simulation Comput. 52, No. 7, 3062--3078 (2023; Zbl 07739060) Full Text: DOI
Wu, Jingjing; Lu, Xuewen; Zhong, Wenyan Bi-level variable selection in semiparametric transformation mixture cure models for right-censored data. (English) Zbl 07739057 Commun. Stat., Simulation Comput. 52, No. 7, 3006-3025 (2023). MSC: 62N01 62N02 62P10 62J07 PDF BibTeX XML Cite \textit{J. Wu} et al., Commun. Stat., Simulation Comput. 52, No. 7, 3006--3025 (2023; Zbl 07739057) Full Text: DOI
Wang, Zhenbang; Ben-David, Emanuel; Slawski, Martin Estimation in exponential family regression based on linked data contaminated by mismatch error. (English) Zbl 07738981 Stat. Interface 16, No. 3, 379-396 (2023). MSC: 62-XX 62F35 62J07 62J12 62D99 PDF BibTeX XML Cite \textit{Z. Wang} et al., Stat. Interface 16, No. 3, 379--396 (2023; Zbl 07738981) Full Text: DOI arXiv
Park, Seyoung; Kim, Hyunjin; Lee, Eun Ryung Regional quantile regression for multiple responses. (English) Zbl 07737960 Comput. Stat. Data Anal. 188, Article ID 107826, 16 p. (2023). MSC: 62-08 PDF BibTeX XML Cite \textit{S. Park} et al., Comput. Stat. Data Anal. 188, Article ID 107826, 16 p. (2023; Zbl 07737960) Full Text: DOI
Özkale, M. Revan; Altuner, Hüsniye Bootstrap confidence interval of ridge regression in linear regression model: a comparative study via a simulation study. (English) Zbl 07736150 Commun. Stat., Theory Methods 52, No. 20, 7405-7441 (2023). MSC: 62F40 62J07 11K45 PDF BibTeX XML Cite \textit{M. R. Özkale} and \textit{H. Altuner}, Commun. Stat., Theory Methods 52, No. 20, 7405--7441 (2023; Zbl 07736150) Full Text: DOI
Zhang, Xiao; Liu, Yiming Sparse Laplacian shrinkage for nonparametric transformation survival model. (English) Zbl 07736138 Commun. Stat., Theory Methods 52, No. 20, 7184-7205 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{X. Zhang} and \textit{Y. Liu}, Commun. Stat., Theory Methods 52, No. 20, 7184--7205 (2023; Zbl 07736138) Full Text: DOI
Cardot, Hervé; Mas, André; Sarda, Pascal Correction to: “CLT in functional linear regression models”. (English) Zbl 07735859 Probab. Theory Relat. Fields 187, No. 1-2, 519-522 (2023). MSC: 60F05 60H05 45Q05 62J07 PDF BibTeX XML Cite \textit{H. Cardot} et al., Probab. Theory Relat. Fields 187, No. 1--2, 519--522 (2023; Zbl 07735859) Full Text: DOI
Kumar, Abhimanyu; Kumar, Sumit Novel computational technique for the direct estimation of risk-neutral density using call price data quotes. (English) Zbl 07735386 Comput. Appl. Math. 42, No. 6, Paper No. 270, 17 p. (2023). MSC: 91G20 62J07 PDF BibTeX XML Cite \textit{A. Kumar} and \textit{S. Kumar}, Comput. Appl. Math. 42, No. 6, Paper No. 270, 17 p. (2023; Zbl 07735386) Full Text: DOI
Rintara, Pannipa; Ahmed, Syed Ejaz; Lisawadi, Supranee Post improved estimation and prediction in the gamma regression model. (English) Zbl 07734380 Thail. Stat. 21, No. 3, 580-606 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{P. Rintara} et al., Thail. Stat. 21, No. 3, 580--606 (2023; Zbl 07734380) Full Text: Link
Kim, Kyong-Il; Kwak, Wi-Ung; Choe, Kyong-Hyok Closed-form shrinkage function based on mixture of Gauss-Laplace distributions for dropping ambient noise. (English) Zbl 07733376 Int. J. Wavelets Multiresolut. Inf. Process. 21, No. 4, Article ID 2250061, 18 p. (2023). MSC: 42C40 94A12 65T60 62J07 60H35 65C30 PDF BibTeX XML Cite \textit{K.-I. Kim} et al., Int. J. Wavelets Multiresolut. Inf. Process. 21, No. 4, Article ID 2250061, 18 p. (2023; Zbl 07733376) Full Text: DOI
Bing, Xin; Wegkamp, Marten Optimal discriminant analysis in high-dimensional latent factor models. (English) Zbl 07732746 Ann. Stat. 51, No. 3, 1232-1257 (2023). MSC: 62H12 62J07 PDF BibTeX XML Cite \textit{X. Bing} and \textit{M. Wegkamp}, Ann. Stat. 51, No. 3, 1232--1257 (2023; Zbl 07732746) Full Text: DOI arXiv Link
Ba, Ismaïla; Coeurjolly, Jean-François; Cuevas-Pacheco, Francisco Pairwise interaction function estimation of stationary Gibbs point processes using basis expansion. (English) Zbl 07732742 Ann. Stat. 51, No. 3, 1134-1158 (2023). MSC: 62H11 60G55 62J07 65C60 97K80 PDF BibTeX XML Cite \textit{I. Ba} et al., Ann. Stat. 51, No. 3, 1134--1158 (2023; Zbl 07732742) Full Text: DOI arXiv Link
Sen, Sweata; Kundu, Damitri; Das, Kiranmoy Variable selection for categorical response: a comparative study. (English) Zbl 07732384 Comput. Stat. 38, No. 2, 809-826 (2023). MSC: 62-08 PDF BibTeX XML Cite \textit{S. Sen} et al., Comput. Stat. 38, No. 2, 809--826 (2023; Zbl 07732384) Full Text: DOI
Bhattacharjee, Monika; Chakraborty, Nilanjan; Koul, Hira L. Weighted \(l_1\)-penalized corrected quantile regression for high-dimensional temporally dependent measurement errors. (English) Zbl 07731489 J. Time Ser. Anal. 44, No. 5-6, 442-473 (2023). MSC: 62Mxx 62J05 62J07 62F12 PDF BibTeX XML Cite \textit{M. Bhattacharjee} et al., J. Time Ser. Anal. 44, No. 5--6, 442--473 (2023; Zbl 07731489) Full Text: DOI
Hwang, Jaesung; Won, Joongho; Kim, Yongdai Characterization of the solutions set of the generalized LASSO problems for non-full rank cases. (English) Zbl 07725165 Electron. J. Stat. 17, No. 1, 1663-1710 (2023). MSC: 62J07 90C25 PDF BibTeX XML Cite \textit{J. Hwang} et al., Electron. J. Stat. 17, No. 1, 1663--1710 (2023; Zbl 07725165) Full Text: DOI Link
Chen, Juan; Zhou, Yingchun A new covariate selection strategy for high dimensional data in causal effect estimation with multivariate treatments. (English) Zbl 07723946 J. Multivariate Anal. 197, Article ID 105207, 17 p. (2023). MSC: 62Hxx 62D20 PDF BibTeX XML Cite \textit{J. Chen} and \textit{Y. Zhou}, J. Multivariate Anal. 197, Article ID 105207, 17 p. (2023; Zbl 07723946) Full Text: DOI arXiv
Wei, Gongding; Yu, Mingyuan The variable selection methods and algorithms in the multiple linear model. (English) Zbl 07720154 Commun. Stat., Theory Methods 52, No. 17, 6232-6240 (2023). MSC: 68T10 62F07 PDF BibTeX XML Cite \textit{G. Wei} and \textit{M. Yu}, Commun. Stat., Theory Methods 52, No. 17, 6232--6240 (2023; Zbl 07720154) Full Text: DOI
Wu, Jibo; Kibria, B. M. Golam A generalized difference-based mixed two-parameter estimator in partially linear model. (English) Zbl 07720140 Commun. Stat., Theory Methods 52, No. 17, 6008-6017 (2023). MSC: 62J05 62J07 PDF BibTeX XML Cite \textit{J. Wu} and \textit{B. M. G. Kibria}, Commun. Stat., Theory Methods 52, No. 17, 6008--6017 (2023; Zbl 07720140) Full Text: DOI
Zhu, Chunhua; Gao, Qibing; Yao, Yi Asymptotic properties of GEE with diverging dimension of covariates. (English) Zbl 1517.62074 Random Matrices Theory Appl. 12, No. 2, Article ID 2350001, 19 p. (2023). MSC: 62J07 62J12 PDF BibTeX XML Cite \textit{C. Zhu} et al., Random Matrices Theory Appl. 12, No. 2, Article ID 2350001, 19 p. (2023; Zbl 1517.62074) Full Text: DOI
Sato, Hiroyuki Riemannian optimization on unit sphere with \(p\)-norm and its applications. (English) Zbl 07715965 Comput. Optim. Appl. 85, No. 3, 897-935 (2023). MSC: 90Cxx PDF BibTeX XML Cite \textit{H. Sato}, Comput. Optim. Appl. 85, No. 3, 897--935 (2023; Zbl 07715965) Full Text: DOI arXiv
Álvarez Antón, J. C.; García-Nieto, P. J.; García-Gonzalo, E.; González Vega, M.; Blanco Viejo, C. Data-driven state-of-charge prediction of a storage cell using ABC/GBRT, ABC/MLP and Lasso machine learning techniques. (English) Zbl 07715663 J. Comput. Appl. Math. 433, Article ID 115305, 16 p. (2023). MSC: 68Txx 62-XX 65Cxx PDF BibTeX XML Cite \textit{J. C. Álvarez Antón} et al., J. Comput. Appl. Math. 433, Article ID 115305, 16 p. (2023; Zbl 07715663) Full Text: DOI
Liu, Yiming; Wang, Shaochen; Zhou, Wang General jackknife empirical likelihood and its applications. (English) Zbl 1517.62032 Stat. Comput. 33, No. 3, Paper No. 74, 19 p. (2023). MSC: 62-08 62G05 62J07 PDF BibTeX XML Cite \textit{Y. Liu} et al., Stat. Comput. 33, No. 3, Paper No. 74, 19 p. (2023; Zbl 1517.62032) Full Text: DOI
Ding, Yujia; Peng, Qidi; Song, Zhengming; Chen, Hansen Variable selection and regularization via arbitrary rectangle-range generalized elastic net. (English) Zbl 1517.62014 Stat. Comput. 33, No. 3, Paper No. 72, 21 p. (2023). MSC: 62-08 62J07 62F12 62P05 PDF BibTeX XML Cite \textit{Y. Ding} et al., Stat. Comput. 33, No. 3, Paper No. 72, 21 p. (2023; Zbl 1517.62014) Full Text: DOI arXiv
Zhou, Xiaoxiao; Song, Xinyuan Functional concurrent hidden Markov model. (English) Zbl 1516.62036 Stat. Comput. 33, No. 3, Paper No. 57, 18 p. (2023). MSC: 62-08 62J05 62M05 62R10 62P12 PDF BibTeX XML Cite \textit{X. Zhou} and \textit{X. Song}, Stat. Comput. 33, No. 3, Paper No. 57, 18 p. (2023; Zbl 1516.62036) Full Text: DOI
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
Zhang, Xuanming; Huang, Fei; Hui, Francis K. C.; Haberman, Steven Cause-of-death mortality forecasting using adaptive penalized tensor decompositions. (English) Zbl 07713943 Insur. Math. Econ. 111, 193-213 (2023). MSC: 91G05 62P05 PDF BibTeX XML Cite \textit{X. Zhang} et al., Insur. Math. Econ. 111, 193--213 (2023; Zbl 07713943) Full Text: DOI
Fan, Ye; Fan, Suning Distributed adaptive Lasso penalized generalized linear models for big data. (English) Zbl 07713890 Commun. Stat., Simulation Comput. 52, No. 4, 1679-1698 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{Y. Fan} and \textit{S. Fan}, Commun. Stat., Simulation Comput. 52, No. 4, 1679--1698 (2023; Zbl 07713890) Full Text: DOI
Suhail, Muhammad; Chand, Sohail; Aslam, Muhammad New quantile based ridge M-estimator for linear regression models with multicollinearity and outliers. (English) Zbl 07713871 Commun. Stat., Simulation Comput. 52, No. 4, 1417-1434 (2023). MSC: 62J05 62J07 PDF BibTeX XML Cite \textit{M. Suhail} et al., Commun. Stat., Simulation Comput. 52, No. 4, 1417--1434 (2023; Zbl 07713871) Full Text: DOI
Nezakati, Ensiyeh; Pircalabelu, Eugen Unbalanced distributed estimation and inference for the precision matrix in Gaussian graphical models. (English) Zbl 1516.62021 Stat. Comput. 33, No. 2, Paper No. 47, 14 p. (2023). MSC: 62-08 62H22 PDF BibTeX XML Cite \textit{E. Nezakati} and \textit{E. Pircalabelu}, Stat. Comput. 33, No. 2, Paper No. 47, 14 p. (2023; Zbl 1516.62021) Full Text: DOI
Cao, Xingyun; Wang, Danlu; Wu, Liucang Performance of ridge estimator in skew-normal mode regression model. (English) Zbl 07713676 Commun. Stat., Simulation Comput. 52, No. 3, 1164-1177 (2023). MSC: 62F12 62H12 62J07 PDF BibTeX XML Cite \textit{X. Cao} et al., Commun. Stat., Simulation Comput. 52, No. 3, 1164--1177 (2023; Zbl 07713676) Full Text: DOI
Ma, Xuejun; Zhang, Ping Quantile regression for compositional covariates. (English) Zbl 07713646 Commun. Stat., Simulation Comput. 52, No. 3, 658-668 (2023). MSC: 62J05 62J07 PDF BibTeX XML Cite \textit{X. Ma} and \textit{P. Zhang}, Commun. Stat., Simulation Comput. 52, No. 3, 658--668 (2023; Zbl 07713646) Full Text: DOI arXiv
Zhu, Xiaobai; Zhou, Kenneth Q. Smooth projection of mortality improvement rates: a Bayesian two-dimensional spline approach. (English) Zbl 07712309 Eur. Actuar. J. 13, No. 1, 277-305 (2023). MSC: 91G05 62P05 PDF BibTeX XML Cite \textit{X. Zhu} and \textit{K. Q. Zhou}, Eur. Actuar. J. 13, No. 1, 277--305 (2023; Zbl 07712309) Full Text: DOI
Wu, Zeyu; Wang, Cheng; Liu, Weidong A unified precision matrix estimation framework via sparse column-wise inverse operator under weak sparsity. (English) Zbl 07712155 Ann. Inst. Stat. Math. 75, No. 4, 619-648 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{Z. Wu} et al., Ann. Inst. Stat. Math. 75, No. 4, 619--648 (2023; Zbl 07712155) Full Text: DOI arXiv
Zhao, Yujie; Huo, Xiaoming Accelerate the warm-up stage in the Lasso computation via a homotopic approach. (English) Zbl 07711783 Comput. Stat. Data Anal. 184, Article ID 107747, 20 p. (2023). MSC: 62-08 PDF BibTeX XML Cite \textit{Y. Zhao} and \textit{X. Huo}, Comput. Stat. Data Anal. 184, Article ID 107747, 20 p. (2023; Zbl 07711783) Full Text: DOI arXiv
Holter, Julia C.; Stallrich, Jonathan W. Tuning parameter selection for penalized estimation via \(R^2\). (English) Zbl 07711771 Comput. Stat. Data Anal. 183, Article ID 107729, 16 p. (2023). MSC: 62-08 PDF BibTeX XML Cite \textit{J. C. Holter} and \textit{J. W. Stallrich}, Comput. Stat. Data Anal. 183, Article ID 107729, 16 p. (2023; Zbl 07711771) 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
Anzarmou, Youssef; Mkhadri, Abdallah; Oualkacha, Karim Sparse overlapped linear discriminant analysis. (English) Zbl 1516.62061 Test 32, No. 1, 388-417 (2023). MSC: 62H30 62J07 PDF BibTeX XML Cite \textit{Y. Anzarmou} et al., Test 32, No. 1, 388--417 (2023; Zbl 1516.62061) Full Text: DOI
Wu, Jibo Efficiency of a generalized difference-based weighted mixed ridge estimator in partially linear model. (English) Zbl 07710557 Commun. Stat., Theory Methods 52, No. 13, 4622-4635 (2023). MSC: 62J05 62J07 PDF BibTeX XML Cite \textit{J. Wu}, Commun. Stat., Theory Methods 52, No. 13, 4622--4635 (2023; Zbl 07710557) Full Text: DOI
Wang, Chengjing; Tang, Peipei A dual semismooth Newton based augmented Lagrangian method for large-scale linearly constrained sparse group square-root Lasso problems. (English) Zbl 07708322 J. Sci. Comput. 96, No. 2, Paper No. 45, 29 p. (2023). MSC: 90C25 65K05 90C06 49M27 90C20 PDF BibTeX XML Cite \textit{C. Wang} and \textit{P. Tang}, J. Sci. Comput. 96, No. 2, Paper No. 45, 29 p. (2023; Zbl 07708322) Full Text: DOI arXiv
Christensen, Kim; Nielsen, Mikkel Slot; Podolskij, Mark High-dimensional estimation of quadratic variation based on penalized realized variance. (English) Zbl 07707699 Stat. Inference Stoch. Process. 26, No. 2, 331-359 (2023). MSC: 62Mxx PDF BibTeX XML Cite \textit{K. Christensen} et al., Stat. Inference Stoch. Process. 26, No. 2, 331--359 (2023; Zbl 07707699) Full Text: DOI arXiv
Deshpande, Yash; Javanmard, Adel; Mehrabi, Mohammad Online debiasing for adaptively collected high-dimensional data with applications to time series analysis. (English) Zbl 07707228 J. Am. Stat. Assoc. 118, No. 542, 1126-1139 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{Y. Deshpande} et al., J. Am. Stat. Assoc. 118, No. 542, 1126--1139 (2023; Zbl 07707228) Full Text: DOI arXiv
Karamikabir, Hamid; Karamikabir, Nasrin; Khajeian, Mohammad Ali; Afshari, Mahmoud Bayesian wavelet Stein’s unbiased risk estimation of multivariate normal distribution under reflected normal loss. (English) Zbl 1514.62042 Methodol. Comput. Appl. Probab. 25, No. 1, Paper No. 23, 20 p. (2023). MSC: 62F10 62J07 65T60 PDF BibTeX XML Cite \textit{H. Karamikabir} et al., Methodol. Comput. Appl. Probab. 25, No. 1, Paper No. 23, 20 p. (2023; Zbl 1514.62042) Full Text: DOI
Mirezi, Buatikan; Kaçıranlar, Selahattin; Özbay, Nimet A minimum matrix valued risk estimator combining restricted and ordinary least squares estimators. (English) Zbl 07706297 Commun. Stat., Theory Methods 52, No. 5, 1580-1590 (2023). MSC: 46N10 47N10 62J05 62J07 PDF BibTeX XML Cite \textit{B. Mirezi} et al., Commun. Stat., Theory Methods 52, No. 5, 1580--1590 (2023; Zbl 07706297) Full Text: DOI
Toker, Selma; Özbay, Nimet Restricted estimation of distributed lag model from a Bayesian point of view. (English) Zbl 07706275 Commun. Stat., Theory Methods 52, No. 11, 3927-3938 (2023). MSC: 62C10 62F15 62J07 62P20 PDF BibTeX XML Cite \textit{S. Toker} and \textit{N. Özbay}, Commun. Stat., Theory Methods 52, No. 11, 3927--3938 (2023; Zbl 07706275) Full Text: DOI
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
Wang, Shixuan; Syntetos, Aris A.; Liu, Ying; Di Cairano-Gilfedder, Carla; Naim, Mohamed M. Improving automotive garage operations by categorical forecasts using a large number of variables. (English) Zbl 07705431 Eur. J. Oper. Res. 306, No. 2, 893-908 (2023). MSC: 90Bxx PDF BibTeX XML Cite \textit{S. Wang} et al., Eur. J. Oper. Res. 306, No. 2, 893--908 (2023; Zbl 07705431) Full Text: DOI
Ma, Chenchen; Tu, Yundong Shrinkage estimation of multiple threshold factor models. (English) Zbl 07704518 J. Econom. 235, No. 2, 1876-1892 (2023). MSC: 62-XX 91-XX PDF BibTeX XML Cite \textit{C. Ma} and \textit{Y. Tu}, J. Econom. 235, No. 2, 1876--1892 (2023; Zbl 07704518) Full Text: DOI
Mehrabani, Ali Estimation and identification of latent group structures in panel data. (English) Zbl 07704501 J. Econom. 235, No. 2, 1464-1482 (2023). MSC: 62-XX 91-XX PDF BibTeX XML Cite \textit{A. Mehrabani}, J. Econom. 235, No. 2, 1464--1482 (2023; Zbl 07704501) Full Text: DOI
Sun, Yuying; Hong, Yongmiao; Wang, Shouyang; Zhang, Xinyu Penalized time-varying model averaging. (English) Zbl 07704496 J. Econom. 235, No. 2, 1355-1377 (2023). MSC: 62-XX 91-XX PDF BibTeX XML Cite \textit{Y. Sun} et al., J. Econom. 235, No. 2, 1355--1377 (2023; Zbl 07704496) Full Text: DOI
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
Linton, Oliver; Seo, Myung Hwan; Whang, Yoon-Jae Testing stochastic dominance with many conditioning variables. (English) Zbl 07704463 J. Econom. 235, No. 2, 507-527 (2023). MSC: 62-XX 91-XX PDF BibTeX XML Cite \textit{O. Linton} et al., J. Econom. 235, No. 2, 507--527 (2023; Zbl 07704463) Full Text: DOI
Bry, Xavier; Niang, Ndèye; Verron, Thomas; Bougeard, Stéphanie Clusterwise elastic-net regression based on a combined information criterion. (English) Zbl 07702473 Adv. Data Anal. Classif., ADAC 17, No. 1, 75-107 (2023). MSC: 62H30 62H25 91C20 PDF BibTeX XML Cite \textit{X. Bry} et al., Adv. Data Anal. Classif., ADAC 17, No. 1, 75--107 (2023; Zbl 07702473) Full Text: DOI
González-García, Nerea; Nieto-Librero, Ana Belén; Galindo-Villardón, Purificación \(\mathrm{C_{enet}Biplot}\): a new proposal of sparse and orthogonal biplots methods by means of elastic net CSVD. (English) Zbl 07702470 Adv. Data Anal. Classif., ADAC 17, No. 1, 5-19 (2023). MSC: 15A23 62J07 62Hxx 62H25 62P10 PDF BibTeX XML Cite \textit{N. González-García} et al., Adv. Data Anal. Classif., ADAC 17, No. 1, 5--19 (2023; Zbl 07702470) Full Text: DOI
Su, Meihong; Wang, Wenjian A network Lasso model for regression. (English) Zbl 07701378 Commun. Stat., Theory Methods 52, No. 6, 1702-1727 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{M. Su} and \textit{W. Wang}, Commun. Stat., Theory Methods 52, No. 6, 1702--1727 (2023; Zbl 07701378) Full Text: DOI
Özmen, Ayşe Sparse regression modeling for short- and long-term natural gas demand prediction. (English) Zbl 1514.62329 Ann. Oper. Res. 322, No. 2, 921-946 (2023). MSC: 62P20 91B74 65K05 62G08 65D07 PDF BibTeX XML Cite \textit{A. Özmen}, Ann. Oper. Res. 322, No. 2, 921--946 (2023; Zbl 1514.62329) Full Text: DOI
Liu, Jia; Shang, Youlin; Jin, Zhengfen; Zhang, Roxin An extended linearized alternating direction method of multipliers for fused-Lasso penalized linear regression. (English) Zbl 07700979 J. Ind. Manag. Optim. 19, No. 11, 8074-8088 (2023). MSC: 90C25 90C30 62J05 PDF BibTeX XML Cite \textit{J. Liu} et al., J. Ind. Manag. Optim. 19, No. 11, 8074--8088 (2023; Zbl 07700979) Full Text: DOI
Jordan, Pascal On reverse shrinkage effects and shrinkage overshoot. (English) Zbl 1514.62300 Psychometrika 88, No. 1, 274-301 (2023). MSC: 62P15 62J07 PDF BibTeX XML Cite \textit{P. Jordan}, Psychometrika 88, No. 1, 274--301 (2023; Zbl 1514.62300) Full Text: DOI
Garner, Casey; Zhang, Shuzhong Linearly-convergent FISTA variant for composite optimization with duality. (English) Zbl 07698893 J. Sci. Comput. 94, No. 3, Paper No. 65, 26 p. (2023). MSC: 90C25 65K10 49M29 90C06 PDF BibTeX XML Cite \textit{C. Garner} and \textit{S. Zhang}, J. Sci. Comput. 94, No. 3, Paper No. 65, 26 p. (2023; Zbl 07698893) Full Text: DOI arXiv
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
Yang, Wenzhi; Liu, Huanshuo; Wang, Yiwei; Wang, Xuejun Data-driven estimation of change-points with mean shift. (English) Zbl 1512.62026 J. Korean Stat. Soc. 52, No. 1, 130-153 (2023). MSC: 62E20 62F12 PDF BibTeX XML Cite \textit{W. Yang} et al., J. Korean Stat. Soc. 52, No. 1, 130--153 (2023; Zbl 1512.62026) Full Text: DOI
Shi, Yue; Ng, Chi Tim A new active zero set descent algorithm for least absolute deviation with generalized LASSO penalty. (English) Zbl 07698348 J. Korean Stat. Soc. 52, No. 1, 83-109 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{Y. Shi} and \textit{C. T. Ng}, J. Korean Stat. Soc. 52, No. 1, 83--109 (2023; Zbl 07698348) Full Text: DOI
Wentz, Jacqueline; Doostan, Alireza Derivative-based SINDy (DSINDy): addressing the challenge of discovering governing equations from noisy data. (English) Zbl 07697909 Comput. Methods Appl. Mech. Eng. 413, Article ID 116096, 39 p. (2023). MSC: 62J07 65D10 34A55 37M10 90C25 15A04 PDF BibTeX XML Cite \textit{J. Wentz} and \textit{A. Doostan}, Comput. Methods Appl. Mech. Eng. 413, Article ID 116096, 39 p. (2023; Zbl 07697909) Full Text: DOI arXiv
Dagdoug, Mehdi; Goga, Camelia; Haziza, David Model-assisted estimation in high-dimensional settings for survey data. (English) Zbl 07697902 J. Appl. Stat. 50, No. 3, 761-785 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{M. Dagdoug} et al., J. Appl. Stat. 50, No. 3, 761--785 (2023; Zbl 07697902) Full Text: DOI arXiv
Cheng, Yujia; Li, Yang; Lee Smith, Matthew; Li, Changwei; Shen, Ye Analyzing evidence-based falls prevention data with significant missing information using variable selection after multiple imputation. (English) Zbl 07697900 J. Appl. Stat. 50, No. 3, 724-743 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{Y. Cheng} et al., J. Appl. Stat. 50, No. 3, 724--743 (2023; Zbl 07697900) Full Text: DOI
Zhang, Wei; Wu, Colin O.; Ma, Xiaoyang; Tian, Xin; Li, Qizhai Analysis of multivariate longitudinal data using dynamic Lasso-regularized copula models with application to large pediatric cardiovascular studies. (English) Zbl 07697895 J. Appl. Stat. 50, No. 3, 631-658 (2023). MSC: 62P10 PDF BibTeX XML Cite \textit{W. Zhang} et al., J. Appl. Stat. 50, No. 3, 631--658 (2023; Zbl 07697895) Full Text: DOI
Liu, Hanzhong; Tu, Fuyi; Ma, Wei Lasso-adjusted treatment effect estimation under covariate-adaptive randomization. (English) Zbl 07689565 Biometrika 110, No. 2, 431-447 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{H. Liu} et al., Biometrika 110, No. 2, 431--447 (2023; Zbl 07689565) Full Text: DOI
Solea, Eftychia; Al Hajj, Rayan High-dimensional rank-based graphical models for non-Gaussian functional data. (English) Zbl 07687632 Statistics 57, No. 2, 388-422 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{E. Solea} and \textit{R. Al Hajj}, Statistics 57, No. 2, 388--422 (2023; Zbl 07687632) 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
Bu, Zhiqi; Klusowski, Jason M.; Rush, Cynthia; Su, Weijie J. Characterizing the SLOPE trade-off: a variational perspective and the Donoho-Tanner limit. (English) Zbl 07684004 Ann. Stat. 51, No. 1, 33-61 (2023). MSC: 62F03 62E20 62J05 62J07 PDF BibTeX XML Cite \textit{Z. Bu} et al., Ann. Stat. 51, No. 1, 33--61 (2023; Zbl 07684004) Full Text: DOI arXiv
Khanh, Pham Duy; Mordukhovich, Boris S.; Phat, Vo Thanh; Tran, Dat Ba Generalized damped Newton algorithms in nonsmooth optimization via second-order subdifferentials. (English) Zbl 1512.49020 J. Glob. Optim. 86, No. 1, 93-122 (2023). MSC: 49J52 49J53 90C30 90C53 PDF BibTeX XML Cite \textit{P. D. Khanh} et al., J. Glob. Optim. 86, No. 1, 93--122 (2023; Zbl 1512.49020) Full Text: DOI arXiv
Liu, Zhan; Zhao, Xiaoluo; Pan, Yingli Communication-efficient distributed estimation for high-dimensional large-scale linear regression. (English) Zbl 07683056 Metrika 86, No. 4, 455-485 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{Z. Liu} et al., Metrika 86, No. 4, 455--485 (2023; Zbl 07683056) Full Text: DOI
Zou, Yuye; Fan, Guoliang; Zhang, Riquan Composite quantile regression for heteroscedastic partially linear varying-coefficient models with missing censoring indicators. (English) Zbl 07677421 J. Stat. Comput. Simulation 93, No. 3, 341-365 (2023). MSC: 62G20 62G08 PDF BibTeX XML Cite \textit{Y. Zou} et al., J. Stat. Comput. Simulation 93, No. 3, 341--365 (2023; Zbl 07677421) Full Text: DOI
Kawakami, Jun; Hashimoto, Shintaro Approximate Gibbs sampler for Bayesian huberized lasso. (English) Zbl 07677408 J. Stat. Comput. Simulation 93, No. 1, 128-162 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{J. Kawakami} and \textit{S. Hashimoto}, J. Stat. Comput. Simulation 93, No. 1, 128--162 (2023; Zbl 07677408) Full Text: DOI arXiv
Yang, Yaohong; Wang, Lei Communication-efficient sparse composite quantile regression for distributed data. (English) Zbl 07673433 Metrika 86, No. 3, 261-283 (2023). MSC: 62G08 62R07 PDF BibTeX XML Cite \textit{Y. Yang} and \textit{L. Wang}, Metrika 86, No. 3, 261--283 (2023; Zbl 07673433) Full Text: DOI
Kang, Lican; Luo, Yuan; Yang, Jerry Zhijian; Zhu, Chang A primal and dual active set algorithm for truncated \(L_1\) regularized logistic regression. (English) Zbl 07668844 J. Ind. Manag. Optim. 19, No. 4, 2452-2463 (2023). MSC: 62J12 62J07 90C26 PDF BibTeX XML Cite \textit{L. Kang} et al., J. Ind. Manag. Optim. 19, No. 4, 2452--2463 (2023; Zbl 07668844) Full Text: DOI
Gómez, Andrés; He, Ziyu; Pang, Jong-Shi Linear-step solvability of some folded concave and singly-parametric sparse optimization problems. (English) Zbl 1515.90088 Math. Program. 198, No. 2 (B), 1339-1380 (2023). MSC: 90C20 90C26 90C31 90C33 62J07 PDF BibTeX XML Cite \textit{A. Gómez} et al., Math. Program. 198, No. 2 (B), 1339--1380 (2023; Zbl 1515.90088) Full Text: DOI
Miyazaki, Izuru Recovery of partly sparse and dense signals. (English) Zbl 07664760 J. Multivariate Anal. 195, Article ID 105161, 14 p. (2023). MSC: 62H12 62J07 PDF BibTeX XML Cite \textit{I. Miyazaki}, J. Multivariate Anal. 195, Article ID 105161, 14 p. (2023; Zbl 07664760) Full Text: DOI
Gebken, Bennet; Bieker, Katharina; Peitz, Sebastian On the structure of regularization paths for piecewise differentiable regularization terms. (English) Zbl 1515.65089 J. Glob. Optim. 85, No. 3, 709-741 (2023). MSC: 65F22 62J07 90C29 49J52 PDF BibTeX XML Cite \textit{B. Gebken} et al., J. Glob. Optim. 85, No. 3, 709--741 (2023; Zbl 1515.65089) Full Text: DOI arXiv
Pandhare, S. C.; Ramanathan, T. V. The robust desparsified lasso and the focused information criterion for high-dimensional generalized linear models. (English) Zbl 07659651 Statistics 57, No. 1, 1-25 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{S. C. Pandhare} and \textit{T. V. Ramanathan}, Statistics 57, No. 1, 1--25 (2023; Zbl 07659651) Full Text: DOI
Ma, Chenchen; Tu, Yundong Group fused Lasso for large factor models with multiple structural breaks. (English) Zbl 07659415 J. Econom. 233, No. 1, 132-154 (2023). MSC: 62-XX 91-XX PDF BibTeX XML Cite \textit{C. Ma} and \textit{Y. Tu}, J. Econom. 233, No. 1, 132--154 (2023; Zbl 07659415) Full Text: DOI
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
Szendrei, Tibor; Varga, Katalin Revisiting vulnerable growth in the Euro Area: identifying the role of financial conditions in the distribution. (English) Zbl 1508.91351 Econ. Lett. 223, Article ID 110990, 6 p. (2023). MSC: 91B62 91B82 PDF BibTeX XML Cite \textit{T. Szendrei} and \textit{K. Varga}, Econ. Lett. 223, Article ID 110990, 6 p. (2023; Zbl 1508.91351) Full Text: DOI
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
Poon, Clarice; Keriven, Nicolas; Peyré, Gabriel The geometry of off-the-grid compressed sensing. (English) Zbl 07654472 Found. Comput. Math. 23, No. 1, 241-327 (2023). MSC: 62J07 65K05 90C25 49Q22 PDF BibTeX XML Cite \textit{C. Poon} et al., Found. Comput. Math. 23, No. 1, 241--327 (2023; Zbl 07654472) Full Text: DOI arXiv
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
Briceño-Arias, Luis; Deride, Julio; López-Rivera, Sergio; Silva, Francisco J. A primal-dual partial inverse algorithm for constrained monotone inclusions: applications to stochastic programming and mean field games. (English) Zbl 07647758 Appl. Math. Optim. 87, No. 2, Paper No. 21, 36 p. (2023). MSC: 47J25 47J22 47H05 65K05 65K15 90C25 90C90 PDF BibTeX XML Cite \textit{L. Briceño-Arias} et al., Appl. Math. Optim. 87, No. 2, Paper No. 21, 36 p. (2023; Zbl 07647758) Full Text: DOI arXiv
Peng, Ling; Zhu, Yan; Zhong, Wenxuan Lasso regression in sparse linear model with \(\varphi\)-mixing errors. (English) Zbl 1506.62340 Metrika 86, No. 1, 1-26 (2023). MSC: 62J05 62J07 PDF BibTeX XML Cite \textit{L. Peng} et al., Metrika 86, No. 1, 1--26 (2023; Zbl 1506.62340) Full Text: DOI
Lassance, Nathan An analytical shrinkage estimator for linear regression. (English) Zbl 1502.62078 Stat. Probab. Lett. 194, Article ID 109760, 9 p. (2023). MSC: 62J07 62J05 PDF BibTeX XML Cite \textit{N. Lassance}, Stat. Probab. Lett. 194, Article ID 109760, 9 p. (2023; Zbl 1502.62078) Full Text: DOI
Liu, Yu; Zhuang, Xiaoyang Shrinkage estimation of semi-parametric spatial autoregressive panel data model with fixed effects. (English) Zbl 1502.62090 Stat. Probab. Lett. 194, Article ID 109746, 8 p. (2023). MSC: 62M10 62G08 62J07 62F12 62M30 PDF BibTeX XML Cite \textit{Y. Liu} and \textit{X. Zhuang}, Stat. Probab. Lett. 194, Article ID 109746, 8 p. (2023; Zbl 1502.62090) Full Text: DOI
He, Daojiang; Cheng, Jinjiao; Xu, Kai High-dimensional variable screening through kernel-based conditional mean dependence. (English) Zbl 1502.62044 J. Stat. Plann. Inference 224, 27-41 (2023). MSC: 62G08 62H20 62J07 62G20 62-08 PDF BibTeX XML Cite \textit{D. He} et al., J. Stat. Plann. Inference 224, 27--41 (2023; Zbl 1502.62044) Full Text: DOI
Sheng, Tianhong; Li, Bing; Solea, Eftychia On skewed Gaussian graphical models. (English) Zbl 07636966 J. Multivariate Anal. 194, Article ID 105129, 19 p. (2023). MSC: 62Hxx 62-09 62F10 62F12 PDF BibTeX XML Cite \textit{T. Sheng} et al., J. Multivariate Anal. 194, Article ID 105129, 19 p. (2023; Zbl 07636966) Full Text: DOI
Cai, Li; Wang, Suojin Simultaneous confidence bands and global inferences for extended partially linear single-index models. (English) Zbl 1505.62475 Appl. Math. Modelling 113, 30-43 (2023). MSC: 62G08 62J07 62G15 PDF BibTeX XML Cite \textit{L. Cai} and \textit{S. Wang}, Appl. Math. Modelling 113, 30--43 (2023; Zbl 1505.62475) Full Text: DOI