Zhao, Boxin; Zhai, Percy S.; Wang, Y. Samuel; Kolar, Mladen High-dimensional functional graphical model structure learning via neighborhood selection approach. (English) Zbl 07823234 Electron. J. Stat. 18, No. 1, 1042-1129 (2024). MSC: 62H22 62J07 62P10 PDFBibTeX XMLCite \textit{B. Zhao} et al., Electron. J. Stat. 18, No. 1, 1042--1129 (2024; Zbl 07823234) Full Text: DOI arXiv Link
Nezakati, Ensiyeh; Pircalabelu, Eugen Estimation and inference in sparse multivariate regression and conditional Gaussian graphical models under an unbalanced distributed setting. (English) Zbl 07823223 Electron. J. Stat. 18, No. 1, 599-652 (2024). MSC: 62H12 62H22 62J07 PDFBibTeX XMLCite \textit{E. Nezakati} and \textit{E. Pircalabelu}, Electron. J. Stat. 18, No. 1, 599--652 (2024; Zbl 07823223) Full Text: DOI Link
Tanış, Caner; Asar, Yasin Liu-type estimator in Conway-Maxwell-Poisson regression model: theory, simulation and application. (English) Zbl 07814989 Statistics 58, No. 1, 65-86 (2024). MSC: 62J07 PDFBibTeX XMLCite \textit{C. Tanış} and \textit{Y. Asar}, Statistics 58, No. 1, 65--86 (2024; Zbl 07814989) Full Text: DOI
He, Ziyu; Han, Shaoning; Gómez, Andrés; Cui, Ying; Pang, Jong-Shi Comparing solution paths of sparse quadratic minimization with a Stieltjes matrix. (English) Zbl 07807817 Math. Program. 204, No. 1-2 (A), 517-566 (2024). MSC: 90C20 90C26 90C31 90C33 62J07 PDFBibTeX XMLCite \textit{Z. He} et al., Math. Program. 204, No. 1--2 (A), 517--566 (2024; Zbl 07807817) Full Text: DOI OA License
Jiang, Nan; Xie, Weijun Distributionally favorable optimization: a framework for data-driven decision-making with endogenous outliers. (English) Zbl 07801125 SIAM J. Optim. 34, No. 1, 419-458 (2024). MSC: 90C11 90C15 62J07 PDFBibTeX XMLCite \textit{N. Jiang} and \textit{W. Xie}, SIAM J. Optim. 34, No. 1, 419--458 (2024; Zbl 07801125) Full Text: DOI
Loría, Jorge; Bhadra, Anindya SURE-tuned bridge regression. (English) Zbl 07800667 Stat. Comput. 34, No. 1, Paper No. 30, 17 p. (2024). MSC: 62-08 62J07 PDFBibTeX XMLCite \textit{J. Loría} and \textit{A. Bhadra}, Stat. Comput. 34, No. 1, Paper No. 30, 17 p. (2024; Zbl 07800667) Full Text: DOI arXiv
Cheng, Dongxu; Zhang, Xinman; Xu, Xuebin Reweighted robust and discriminative latent subspace projection for face recognition. (English) Zbl 07791091 Inf. Sci. 657, Article ID 119947, 20 p. (2024). MSC: 68-XX 94-XX PDFBibTeX XMLCite \textit{D. Cheng} et al., Inf. Sci. 657, Article ID 119947, 20 p. (2024; Zbl 07791091) Full Text: DOI
Rahnsch, Beatrix; Taghizadeh, Leila Network-based uncertainty quantification for mathematical models in epidemiology. (English) Zbl 07790098 J. Theor. Biol. 577, Article ID 111671, 12 p. (2024). MSC: 92D30 62P10 62J07 PDFBibTeX XMLCite \textit{B. Rahnsch} and \textit{L. Taghizadeh}, J. Theor. Biol. 577, Article ID 111671, 12 p. (2024; Zbl 07790098) Full Text: DOI
Godichon-Baggioni, Antoine; Lu, Wei; Portier, Bruno Recursive ridge regression using second-order stochastic algorithms. (English) Zbl 07771447 Comput. Stat. Data Anal. 190, Article ID 107854, 16 p. (2024). MSC: 62-08 PDFBibTeX XMLCite \textit{A. Godichon-Baggioni} et al., Comput. Stat. Data Anal. 190, Article ID 107854, 16 p. (2024; Zbl 07771447) Full Text: DOI
Jorgensen, Palle E. T.; Song, Myung-Sin; Tian, James Conditional mean embedding and optimal feature selection via positive definite kernels. (English) Zbl 07770138 Opusc. Math. 44, No. 1, 79-103 (2024). MSC: 47N10 47A52 47B32 42A82 42C15 62H12 62J07 65J20 68T07 90C20 PDFBibTeX XMLCite \textit{P. E. T. Jorgensen} et al., Opusc. Math. 44, No. 1, 79--103 (2024; Zbl 07770138) Full Text: DOI arXiv
Pagani Zanini, Carlos Tadeu; Migon, Helio S.; Dias, Ronaldo Variational inference for Bayesian bridge regression. (English) Zbl 1523.62029 Stat. Comput. 34, No. 1, Paper No. 13, 21 p. (2024). MSC: 62-08 62J07 62F15 PDFBibTeX XMLCite \textit{C. T. Pagani Zanini} et al., Stat. Comput. 34, No. 1, Paper No. 13, 21 p. (2024; Zbl 1523.62029) Full Text: DOI arXiv
Singh, Housila P.; Vishwakarma, Gajendra K.; Joshi, Harshada; Gupta, Shubham Shrinkage estimation for square of location parameter of the exponential distribution with known coefficient of variation. (English) Zbl 1522.62064 J. Comput. Appl. Math. 437, Article ID 115489, 10 p. (2024). MSC: 62J07 60E05 62E99 PDFBibTeX XMLCite \textit{H. P. Singh} et al., J. Comput. Appl. Math. 437, Article ID 115489, 10 p. (2024; Zbl 1522.62064) Full Text: DOI
Ho, Ka Long Keith; Masuda, Hiroki Adaptive Ridge Approach to Heteroscedastic Regression. arXiv:2402.13642 Preprint, arXiv:2402.13642 [math.ST] (2024). MSC: 62J07 BibTeX Cite \textit{K. L. K. Ho} and \textit{H. Masuda}, ``Adaptive Ridge Approach to Heteroscedastic Regression'', Preprint, arXiv:2402.13642 [math.ST] (2024) Full Text: arXiv OA License
Louart, Cosme Operation with Concentration Inequalities and Conjugate of Parallel Sum. arXiv:2402.08206 Preprint, arXiv:2402.08206 [math.PR] (2024). MSC: 60-08 60B20 62J07 BibTeX Cite \textit{C. Louart}, ``Operation with Concentration Inequalities and Conjugate of Parallel Sum'', Preprint, arXiv:2402.08206 [math.PR] (2024) Full Text: arXiv OA License
Al-Kassab, Mowafaq Muhammed; Ibrahim, Salisu Using ridge regression to estimate factors affecting the number of births. A comparative study. (English) Zbl 07820186 Zeidan, Dia (ed.) et al., Mathematics and computation. IACMC 2022. Selected papers based on the presentations at the 7th international Arab conference on mathematics and computations, Zarqa, Jordan, May 11–13, 2022. Singapore: Springer. Springer Proc. Math. Stat. 418, 183-194 (2023). MSC: 00B25 PDFBibTeX XMLCite \textit{M. M. Al-Kassab} and \textit{S. Ibrahim}, Springer Proc. Math. Stat. 418, 183--194 (2023; Zbl 07820186) Full Text: DOI
Hafezieh, Elham; Tavakoli, Ali; Matinfar, Mashaallah Strategies for disease diagnosis by machine learning techniques. (English) Zbl 07814813 J. Math. Model. 11, No. 3, 441-450 (2023). MSC: 34A34 65L05 PDFBibTeX XMLCite \textit{E. Hafezieh} et al., J. Math. Model. 11, No. 3, 441--450 (2023; Zbl 07814813) Full Text: DOI
Ju, Yue; Mu, Biqiang; Ljung, Lennart; Chen, Tianshi Asymptotic theory for regularized system identification. I: Empirical Bayes hyperparameter estimator. (English) Zbl 07810964 IEEE Trans. Autom. Control 68, No. 12, 7224-7239 (2023). MSC: 93-XX PDFBibTeX XMLCite \textit{Y. Ju} et al., IEEE Trans. Autom. Control 68, No. 12, 7224--7239 (2023; Zbl 07810964) Full Text: DOI
Obiang, Eunice Okome; Jézéquel, Pascal; Proïa, Frédéric A Bayesian approach for partial Gaussian graphical models with sparsity. (English) Zbl 07810188 Bayesian Anal. 18, No. 2, 465-490 (2023). MSC: 62H22 62F15 62J05 62J07 62H12 PDFBibTeX XMLCite \textit{E. O. Obiang} et al., Bayesian Anal. 18, No. 2, 465--490 (2023; Zbl 07810188) Full Text: DOI arXiv Link
Nishimura, Akihiko; Suchard, Marc A. Shrinkage with shrunken shoulders: Gibbs sampling shrinkage model posteriors with guaranteed convergence rates. (English) Zbl 07810184 Bayesian Anal. 18, No. 2, 367-390 (2023). MSC: 62-XX 60J20 62F15 62J07 PDFBibTeX XMLCite \textit{A. Nishimura} and \textit{M. A. Suchard}, Bayesian Anal. 18, No. 2, 367--390 (2023; Zbl 07810184) Full Text: DOI arXiv Link
Michimae, Hirofumi; Emura, Takeshi Bayesian ridge regression for survival data based on a vine copula-based prior. (English) Zbl 07807652 AStA, Adv. Stat. Anal. 107, No. 4, 755-784 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{H. Michimae} and \textit{T. Emura}, AStA, Adv. Stat. Anal. 107, No. 4, 755--784 (2023; Zbl 07807652) Full Text: DOI
Reck, Lucas; Schupp, Johannes; Reuß, Andreas Identifying the determinants of lapse rates in life insurance: an automated Lasso approach. (English) Zbl 07807622 Eur. Actuar. J. 13, No. 2, 541-569 (2023). MSC: 91G05 62P05 62J07 PDFBibTeX XMLCite \textit{L. Reck} et al., Eur. Actuar. J. 13, No. 2, 541--569 (2023; Zbl 07807622) Full Text: DOI OA License
Sirohi, Anu; Rai, Piyush Kant Some \(r-k\) class proportional hazard regression models in the presence of collinearity: an evidence from Indian infant mortality. (English) Zbl 07792944 Commun. Stat., Simulation Comput. 52, No. 10, 4880-4890 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{A. Sirohi} and \textit{P. K. Rai}, Commun. Stat., Simulation Comput. 52, No. 10, 4880--4890 (2023; Zbl 07792944) Full Text: DOI
Majid, Abdul; Amin, Muhammad; Aslam, Muhammad; Ahmad, Shakeel New robust ridge estimators for the linear regression model with outliers. (English) Zbl 07792935 Commun. Stat., Simulation Comput. 52, No. 10, 4717-4738 (2023). MSC: 62J05 62J07 PDFBibTeX XMLCite \textit{A. Majid} et al., Commun. Stat., Simulation Comput. 52, No. 10, 4717--4738 (2023; Zbl 07792935) Full Text: DOI
Zhang, Jie; Li, Yang; Yu, Qin Best subset selection with shrinkage: sparse additive hazards regression with the grouping effect. (English) Zbl 07792819 J. Stat. Comput. Simulation 93, No. 18, 3382-3402 (2023). MSC: 62-XX 62N02 62J07 PDFBibTeX XMLCite \textit{J. Zhang} et al., J. Stat. Comput. Simulation 93, No. 18, 3382--3402 (2023; Zbl 07792819) Full Text: DOI
Wasim, Danish; Khan, Sajjad Ahmad; Suhail, Muhammad Modified robust ridge M-estimators for linear regression models: an application to tobacco data. (English) Zbl 07792788 J. Stat. Comput. Simulation 93, No. 15, 2703-2724 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{D. Wasim} et al., J. Stat. Comput. Simulation 93, No. 15, 2703--2724 (2023; Zbl 07792788) Full Text: DOI
Berk, Aaron; Brugiapaglia, Simone; Hoheisel, Tim LASSO reloaded: a variational analysis perspective with applications to compressed sensing. (English) Zbl 07786788 SIAM J. Math. Data Sci. 5, No. 4, 1102-1129 (2023). MSC: 49K40 49J53 62J07 90C25 94A12 94A20 PDFBibTeX XMLCite \textit{A. Berk} et al., SIAM J. Math. Data Sci. 5, No. 4, 1102--1129 (2023; Zbl 07786788) Full Text: DOI arXiv
Luo, Lan; Han, Ruijian; Lin, Yuanyuan; Huang, Jian Online inference in high-dimensional generalized linear models with streaming data. (English) Zbl 07784500 Electron. J. Stat. 17, No. 2, 3443-3471 (2023). MSC: 62J07 62J12 62F25 PDFBibTeX XMLCite \textit{L. Luo} et al., Electron. J. Stat. 17, No. 2, 3443--3471 (2023; Zbl 07784500) Full Text: DOI Link
Roche, Angelina Lasso in Infinite dimension: application to variable selection in functional multivariate linear regression. (English) Zbl 07784498 Electron. J. Stat. 17, No. 2, 3357-3405 (2023). MSC: 62G08 62J07 PDFBibTeX XMLCite \textit{A. Roche}, Electron. J. Stat. 17, No. 2, 3357--3405 (2023; Zbl 07784498) Full Text: DOI arXiv Link
Moon, Haeseong; Zhou, Wen-Xin High-dimensional composite quantile regression: optimal statistical guarantees and fast algorithms. (English) Zbl 07784468 Electron. J. Stat. 17, No. 2, 2067-2119 (2023). MSC: 62J07 62A01 PDFBibTeX XMLCite \textit{H. Moon} and \textit{W.-X. Zhou}, Electron. J. Stat. 17, No. 2, 2067--2119 (2023; Zbl 07784468) Full Text: DOI arXiv Link
Celentano, Michael; Montanari, Andrea; Wei, Yuting The Lasso with general Gaussian designs with applications to hypothesis testing. (English) Zbl 07783537 Ann. Stat. 51, No. 5, 2194-2220 (2023). MSC: 62J07 62E17 62F05 62F12 PDFBibTeX XMLCite \textit{M. Celentano} et al., Ann. Stat. 51, No. 5, 2194--2220 (2023; Zbl 07783537) Full Text: DOI arXiv Link
Han, Qiyang; Shen, Yandi Universality of regularized regression estimators in high dimensions. (English) Zbl 07783519 Ann. Stat. 51, No. 4, 1799-1823 (2023). MSC: 62E17 60B20 60F17 PDFBibTeX XMLCite \textit{Q. Han} and \textit{Y. Shen}, Ann. Stat. 51, No. 4, 1799--1823 (2023; Zbl 07783519) Full Text: DOI arXiv Link
Basu, Sumanta; Rao, Suhasini Subba Graphical models for nonstationary time series. (English) Zbl 07783506 Ann. Stat. 51, No. 4, 1453-1483 (2023). MSC: 62M10 62M15 62J07 PDFBibTeX XMLCite \textit{S. Basu} and \textit{S. S. Rao}, Ann. Stat. 51, No. 4, 1453--1483 (2023; Zbl 07783506) Full Text: DOI arXiv Link
Hoque, Md. Ariful; Kibria, B. M. Golam Some one and two parameter estimators for the multicollinear Gaussian linear regression model: simulations and applications. (English) Zbl 07774180 Surv. Math. Appl. 18, 183-221 (2023). MSC: 62J07 62F10 PDFBibTeX XMLCite \textit{Md. A. Hoque} and \textit{B. M. G. Kibria}, Surv. Math. Appl. 18, 183--221 (2023; Zbl 07774180) Full Text: EMIS
Abonazel, Mohamed R.; Taha, Ibrahim M. Beta ridge regression estimators: simulation and application. (English) Zbl 07773964 Commun. Stat., Simulation Comput. 52, No. 9, 4280-4292 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{M. R. Abonazel} and \textit{I. M. Taha}, Commun. Stat., Simulation Comput. 52, No. 9, 4280--4292 (2023; Zbl 07773964) Full Text: DOI
Khan, Aamna; Ullah, Muhammad Aman; Amin, Muhammad Poisson regression diagnostics with ridge estimation. (English) Zbl 07773957 Commun. Stat., Simulation Comput. 52, No. 9, 4174-4192 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{A. Khan} et al., Commun. Stat., Simulation Comput. 52, No. 9, 4174--4192 (2023; Zbl 07773957) Full Text: DOI
Akram, Muhammad Nauman; Amin, Muhammad; Faisal, Muhammad On the generalized biased estimators for the gamma regression model: methods and applications. (English) Zbl 07773952 Commun. Stat., Simulation Comput. 52, No. 9, 4087-4100 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{M. N. Akram} et al., Commun. Stat., Simulation Comput. 52, No. 9, 4087--4100 (2023; Zbl 07773952) Full Text: DOI
Richman, Ronald; Wüthrich, Mario V. Lasso regularization within the LocalGLMnet architecture. (English) Zbl 07773159 Adv. Data Anal. Classif., ADAC 17, No. 4, 951-981 (2023). MSC: 62-07 62H99 62G08 62J07 68T07 PDFBibTeX XMLCite \textit{R. Richman} and \textit{M. V. Wüthrich}, Adv. Data Anal. Classif., ADAC 17, No. 4, 951--981 (2023; Zbl 07773159) Full Text: DOI
Xu, Yue; You, Tao; Zhu, Qizhi Reconstruct lower-dimensional crack paths from phase-field point cloud. (English) Zbl 07770648 Int. J. Numer. Methods Eng. 124, No. 15, 3329-3351 (2023). MSC: 74R10 74S99 PDFBibTeX XMLCite \textit{Y. Xu} et al., Int. J. Numer. Methods Eng. 124, No. 15, 3329--3351 (2023; Zbl 07770648) Full Text: DOI
Zhu, Rong; Liang, Hua; Ruppert, David Ensemble subset regression (ENSURE): efficient high-dimensional prediction. (English) Zbl 07767613 Stat. Sin. 33, Spec. Iss., 1411-1434 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{R. Zhu} et al., Stat. Sin. 33, 1411--1434 (2023; Zbl 07767613) Full Text: DOI
Chen, Hongmei; Wu, Jibo; Kibria, B. M. Golam Further research on the modified ridge principal component estimator in linear model. (English) Zbl 07767161 Commun. Stat., Theory Methods 52, No. 24, 8894-8901 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{H. Chen} et al., Commun. Stat., Theory Methods 52, No. 24, 8894--8901 (2023; Zbl 07767161) Full Text: DOI
Yokochi, Clara; Bispo, Regina; Ricardo, Fernando; Calado, Ricardo Regularization methods for high-dimensional data as a tool for seafood traceability. (English) Zbl 07765095 J. Stat. Theory Pract. 17, No. 3, Paper No. 44, 21 p. (2023). MSC: 62Jxx 65Cxx 68Qxx PDFBibTeX XMLCite \textit{C. Yokochi} et al., J. Stat. Theory Pract. 17, No. 3, Paper No. 44, 21 p. (2023; Zbl 07765095) Full Text: DOI
Peng, Ling; Tan, Xiang Yong; Xiao, Pei Wen; Rizk, Zeinab; Liu, Xiao Hui Oracle inequality for sparse trace regression models with exponential \(\beta\)-mixing errors. (English) Zbl 07762017 Acta Math. Sin., Engl. Ser. 39, No. 10, 2031-2053 (2023). MSC: 62H12 62J07 PDFBibTeX XMLCite \textit{L. Peng} et al., Acta Math. Sin., Engl. Ser. 39, No. 10, 2031--2053 (2023; Zbl 07762017) Full Text: DOI
Wei, Wei; Shi, Tao; Nie, Song; Chen, Xiaoping On adaptive block coordinate descent methods for ridge regression. (English) Zbl 07761011 Comput. Appl. Math. 42, No. 7, Paper No. 315, 24 p. (2023). MSC: 65K05 90C30 90C52 PDFBibTeX XMLCite \textit{W. Wei} et al., Comput. Appl. Math. 42, No. 7, Paper No. 315, 24 p. (2023; Zbl 07761011) Full Text: DOI
Wang, Hengfang; Kim, Jae Kwang Statistical inference using regularized M-estimation in the reproducing kernel Hilbert space for handling missing data. (English) Zbl 07758735 Ann. Inst. Stat. Math. 75, No. 6, 911-929 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{H. Wang} and \textit{J. K. Kim}, Ann. Inst. Stat. Math. 75, No. 6, 911--929 (2023; Zbl 07758735) Full Text: DOI arXiv
Ozaslan, Ibrahim K.; Pilanci, Mert; Arikan, Orhan M-IHS: an accelerated randomized preconditioning method avoiding costly matrix decompositions. (English) Zbl 1525.65022 Linear Algebra Appl. 678, 57-91 (2023). MSC: 65F08 65F10 65F20 68W20 PDFBibTeX XMLCite \textit{I. K. Ozaslan} et al., Linear Algebra Appl. 678, 57--91 (2023; Zbl 1525.65022) Full Text: DOI arXiv
Jones, Jeremiah; Ertefaie, Ashkan; Shortreed, Susan M. Rejoinder to “Reader reaction to: ‘Outcome-adaptive Lasso: variable selection for causal inference{’}”. (English) Zbl 1522.62162 Biometrics 79, No. 1, 521-525 (2023). MSC: 62P10 62J07 PDFBibTeX XMLCite \textit{J. Jones} et al., Biometrics 79, No. 1, 521--525 (2023; Zbl 1522.62162) Full Text: DOI
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 PDFBibTeX XMLCite \textit{I. Baldé} et al., Biometrics 79, No. 1, 514--520 (2023; Zbl 1522.62101) Full Text: DOI
Mei, Xiaoling; Peng, Bin; Zhu, Huanjun Variable selection in heterogeneous panel data models with cross-sectional dependence. (English) Zbl 1521.62161 Aust. N. Z. J. Stat. 65, No. 1, 14-34 (2023). MSC: 62M10 62J07 62G08 62P20 PDFBibTeX XMLCite \textit{X. Mei} et al., Aust. N. Z. J. Stat. 65, No. 1, 14--34 (2023; Zbl 1521.62161) Full Text: DOI
Li, Jialu; Yu, Guan; Li, Qizhai; Liu, Yufeng Sample-wise combined missing effect model with penalization. (English) Zbl 07746956 J. Comput. Graph. Stat. 32, No. 1, 263-274 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{J. Li} et al., J. Comput. Graph. Stat. 32, No. 1, 263--274 (2023; Zbl 07746956) Full Text: DOI
Bainter, Sierra A.; McCauley, Thomas G.; Fahmy, Mahmoud M.; Goodman, Zachary T.; Kupis, Lauren B.; Rao, J. Sunil Comparing Bayesian variable selection to Lasso approaches for applications in psychology. (English) Zbl 1522.62301 Psychometrika 88, No. 3, 1032-1055 (2023). MSC: 62P15 62J07 PDFBibTeX XMLCite \textit{S. A. Bainter} et al., Psychometrika 88, No. 3, 1032--1055 (2023; Zbl 1522.62301) Full Text: DOI
Shi, Fangquan; Shu, Lianjie; Luo, Yiling; Huo, Xiaoming High-dimensional sparse index tracking based on a multi-step convex optimization approach. (English) Zbl 1522.91251 Quant. Finance 23, No. 9, 1361-1372 (2023). MSC: 91G15 90C25 62J07 PDFBibTeX XMLCite \textit{F. Shi} et al., Quant. Finance 23, No. 9, 1361--1372 (2023; Zbl 1522.91251) Full Text: DOI
Toh, Kar-Ann; Molteni, Giuseppe; Lin, Zhiping Deterministic bridge regression for compressive classification. (English) Zbl 07741617 Inf. Sci. 648, Article ID 119505, 22 p. (2023). MSC: 62-XX 65K10 PDFBibTeX XMLCite \textit{K.-A. Toh} et al., Inf. Sci. 648, Article ID 119505, 22 p. (2023; Zbl 07741617) Full Text: DOI arXiv
Lin, Lu; Li, Feng Global debiased DC estimations for biased estimators via pro forma regression. (English) Zbl 1520.62028 Test 32, No. 2, 726-758 (2023). MSC: 62G08 62G20 62J07 PDFBibTeX XMLCite \textit{L. Lin} and \textit{F. Li}, Test 32, No. 2, 726--758 (2023; Zbl 1520.62028) Full Text: DOI
Chen, Zijuan; Wang, Suojin Inferences for extended partially linear single-index models. (English) Zbl 1520.62017 Test 32, No. 2, 602-622 (2023). MSC: 62G08 62G05 62H12 62J07 PDFBibTeX XMLCite \textit{Z. Chen} and \textit{S. Wang}, Test 32, No. 2, 602--622 (2023; Zbl 1520.62017) 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 PDFBibTeX XMLCite \textit{P. Kramlinger} et al., J. Multivariate Anal. 198, Article ID 105230, 15 p. (2023; Zbl 07740041) Full Text: DOI arXiv
Esfanjani, Robab Mehdizadeh; Najarzadeh, Dariush; Khamnei, Hossein Jabbari; Hormozinejad, Farshin; Talebi, Mahnaz A Monte Carlo study on the ridge parameter of the seemingly unrelated ridge regression models. (English) Zbl 07739783 J. Stat. Comput. Simulation 93, No. 13, 2176-2195 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{R. M. Esfanjani} et al., J. Stat. Comput. Simulation 93, No. 13, 2176--2195 (2023; Zbl 07739783) Full Text: DOI
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 PDFBibTeX XMLCite \textit{F. Sami} et al., J. Stat. Comput. Simulation 93, No. 13, 2137--2157 (2023; Zbl 07739781) Full Text: DOI
Abonazel, Mohamed R. New modified two-parameter Liu estimator for the Conway-Maxwell Poisson regression model. (English) Zbl 07739739 J. Stat. Comput. Simulation 93, No. 12, 1976-1996 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{M. R. Abonazel}, J. Stat. Comput. Simulation 93, No. 12, 1976--1996 (2023; Zbl 07739739) Full Text: DOI
Tan, Xin; Xia, Yingcun; Kong, Efang Choosing shape parameters for regression in reproducing kernel Hilbert space and variable selection. (English) Zbl 07739678 J. Nonparametric Stat. 35, No. 3, 514-528 (2023). MSC: 62Gxx PDFBibTeX XMLCite \textit{X. Tan} et al., J. Nonparametric Stat. 35, No. 3, 514--528 (2023; Zbl 07739678) 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 PDFBibTeX XMLCite \textit{M. R. Özkale} and \textit{H. Altuner}, Commun. Stat., Simulation Comput. 52, No. 8, 3820--3838 (2023; Zbl 07739556) Full Text: DOI
Dawoud, Issam A new improved estimator for reducing the multicollinearity effects. (English) Zbl 07739542 Commun. Stat., Simulation Comput. 52, No. 8, 3581-3592 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{I. Dawoud}, Commun. Stat., Simulation Comput. 52, No. 8, 3581--3592 (2023; Zbl 07739542) 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 PDFBibTeX XMLCite \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 PDFBibTeX XMLCite \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 PDFBibTeX XMLCite \textit{J. Wu} et al., Commun. Stat., Simulation Comput. 52, No. 7, 3006--3025 (2023; Zbl 07739057) Full Text: DOI
Perveen, Ismat; Suhail, Muhammad Bootstrap Liu estimators for Poisson regression model. (English) Zbl 07739047 Commun. Stat., Simulation Comput. 52, No. 7, 2811-2821 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{I. Perveen} and \textit{M. Suhail}, Commun. Stat., Simulation Comput. 52, No. 7, 2811--2821 (2023; Zbl 07739047) Full Text: DOI
Ho, Lam Si Tung; Richardson, Nicholas; Tran, Giang Adaptive group Lasso neural network models for functions of few variables and time-dependent data. (English) Zbl 1520.65007 Sampl. Theory Signal Process. Data Anal. 21, No. 2, Paper No. 28, 25 p. (2023). MSC: 65C30 62J07 68T07 PDFBibTeX XMLCite \textit{L. S. T. Ho} et al., Sampl. Theory Signal Process. Data Anal. 21, No. 2, Paper No. 28, 25 p. (2023; Zbl 1520.65007) Full Text: DOI arXiv
Saha, Esha; Schaeffer, Hayden; Tran, Giang HARFE: hard-ridge random feature expansion. (English) Zbl 1520.65012 Sampl. Theory Signal Process. Data Anal. 21, No. 2, Paper No. 27, 24 p. (2023). MSC: 65D15 41A63 62J07 65D40 65K10 PDFBibTeX XMLCite \textit{E. Saha} et al., Sampl. Theory Signal Process. Data Anal. 21, No. 2, Paper No. 27, 24 p. (2023; Zbl 1520.65012) Full Text: DOI arXiv
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 PDFBibTeX XMLCite \textit{Z. Wang} et al., Stat. Interface 16, No. 3, 379--396 (2023; Zbl 07738981) Full Text: DOI arXiv
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 PDFBibTeX XMLCite \textit{M. R. Özkale} and \textit{H. Altuner}, Commun. Stat., Theory Methods 52, No. 20, 7405--7441 (2023; Zbl 07736150) Full Text: DOI
Cardot, Hervé; Mas, André; Sarda, Pascal Correction to: “CLT in functional linear regression models”. (English) Zbl 1522.60035 Probab. Theory Relat. Fields 187, No. 1-2, 519-522 (2023). MSC: 60F05 60H05 45Q05 62J07 PDFBibTeX XMLCite \textit{H. Cardot} et al., Probab. Theory Relat. Fields 187, No. 1--2, 519--522 (2023; Zbl 1522.60035) 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: 91G60 91G20 62J07 44A10 PDFBibTeX XMLCite \textit{A. Kumar} and \textit{S. Kumar}, Comput. Appl. Math. 42, No. 6, Paper No. 270, 17 p. (2023; Zbl 07735386) Full Text: DOI
Yu, Huazhen; Zhang, Lixin On the maximum penalized full likelihood approach for Cox model with extreme value for heavily censored survival data. (English) Zbl 07733984 Stat. Probab. Lett. 201, Article ID 109880, 10 p. (2023). MSC: 62P10 62N02 62J05 62J07 PDFBibTeX XMLCite \textit{H. Yu} and \textit{L. Zhang}, Stat. Probab. Lett. 201, Article ID 109880, 10 p. (2023; Zbl 07733984) Full Text: DOI
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 1521.42025 Int. J. Wavelets Multiresolut. Inf. Process. 21, No. 4, Article ID 2250061, 18 p. (2023). MSC: 42C40 94A12 65T60 62J07 60H35 65C30 PDFBibTeX XMLCite \textit{K.-I. Kim} et al., Int. J. Wavelets Multiresolut. Inf. Process. 21, No. 4, Article ID 2250061, 18 p. (2023; Zbl 1521.42025) 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 PDFBibTeX XMLCite \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 PDFBibTeX XMLCite \textit{I. Ba} et al., Ann. Stat. 51, No. 3, 1134--1158 (2023; Zbl 07732742) Full Text: DOI arXiv Link
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 PDFBibTeX XMLCite \textit{M. Bhattacharjee} et al., J. Time Ser. Anal. 44, No. 5--6, 442--473 (2023; Zbl 07731489) Full Text: DOI
Bauwens, Luc; Chevillon, Guillaume; Laurent, Sébastien We modeled long memory with just one lag! (English) Zbl 07729864 J. Econom. 236, No. 1, Article ID 105467, 21 p. (2023). MSC: 62-XX 91-XX PDFBibTeX XMLCite \textit{L. Bauwens} et al., J. Econom. 236, No. 1, Article ID 105467, 21 p. (2023; Zbl 07729864) 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 PDFBibTeX XMLCite \textit{J. Hwang} et al., Electron. J. Stat. 17, No. 1, 1663--1710 (2023; Zbl 07725165) Full Text: DOI Link
Cornillon, Pierre-André; Hengartner, Nicolas; Matzner-Løber, Eric; Rouvière, Laurent Regression with R. 3rd edition. (Régression avec R.) (French) Zbl 07720282 Pratique R. Les Ulis: EDP Sciences (ISBN 978-2-7598-3145-6/pbk; 978-2-7598-3146-3/ebook). xvii, 432 p. (2023). MSC: 62-01 62J05 62J07 62G08 62-04 PDFBibTeX XMLCite \textit{P.-A. Cornillon} et al., Régression avec R. 3rd edition. Les Ulis: EDP Sciences (2023; Zbl 07720282) Full Text: DOI
Guo, Zijun; Chen, Mengxing; Fan, Yali; Song, Yan A general adaptive ridge regression method for generalized linear models: an iterative re-weighting approach. (English) Zbl 07720164 Commun. Stat., Theory Methods 52, No. 18, 6420-6443 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{Z. Guo} et al., Commun. Stat., Theory Methods 52, No. 18, 6420--6443 (2023; Zbl 07720164) 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 PDFBibTeX XMLCite \textit{J. Wu} and \textit{B. M. G. Kibria}, Commun. Stat., Theory Methods 52, No. 17, 6008--6017 (2023; Zbl 07720140) Full Text: DOI
Emami, Hadi; Arzideh, Korosh Robust ridge estimator in censored semiparametric linear models. (English) Zbl 07720139 Commun. Stat., Theory Methods 52, No. 17, 5989-6007 (2023). MSC: 62F35 62J20 62N01 PDFBibTeX XMLCite \textit{H. Emami} and \textit{K. Arzideh}, Commun. Stat., Theory Methods 52, No. 17, 5989--6007 (2023; Zbl 07720139) 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 PDFBibTeX XMLCite \textit{C. Zhu} et al., Random Matrices Theory Appl. 12, No. 2, Article ID 2350001, 19 p. (2023; Zbl 1517.62074) 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 PDFBibTeX XMLCite \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 PDFBibTeX XMLCite \textit{Y. Ding} et al., Stat. Comput. 33, No. 3, Paper No. 72, 21 p. (2023; Zbl 1517.62014) 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 PDFBibTeX XMLCite \textit{D. Wang} and \textit{R. S. Tsay}, Ann. Stat. 51, No. 2, 846--877 (2023; Zbl 07714183) Full Text: DOI arXiv
Ma, Cong; Pathak, Reese; Wainwright, Martin J. Optimally tackling covariate shift in RKHS-based nonparametric regression. (English) Zbl 07714179 Ann. Stat. 51, No. 2, 738-761 (2023). MSC: 62C20 62G08 PDFBibTeX XMLCite \textit{C. Ma} et al., Ann. Stat. 51, No. 2, 738--761 (2023; Zbl 07714179) 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 PDFBibTeX XMLCite \textit{P. C. Bellec} and \textit{C.-H. Zhang}, Ann. Stat. 51, No. 2, 391--436 (2023; Zbl 07714166) Full Text: DOI arXiv
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 PDFBibTeX XMLCite \textit{M. Suhail} et al., Commun. Stat., Simulation Comput. 52, No. 4, 1417--1434 (2023; Zbl 07713871) 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 PDFBibTeX XMLCite \textit{X. Cao} et al., Commun. Stat., Simulation Comput. 52, No. 3, 1164--1177 (2023; Zbl 07713676) Full Text: DOI
Amin, Muhammad; Akram, Muhammad Nauman; Majid, Abdul On the estimation of Bell regression model using ridge estimator. (English) Zbl 07713658 Commun. Stat., Simulation Comput. 52, No. 3, 854-867 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{M. Amin} et al., Commun. Stat., Simulation Comput. 52, No. 3, 854--867 (2023; Zbl 07713658) Full Text: DOI
Mammadova, Ulduz; Özkale, M. Revan Comparison of deviance and ridge deviance residual-based control charts for monitoring Poisson profiles. (English) Zbl 07713657 Commun. Stat., Simulation Comput. 52, No. 3, 826-853 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{U. Mammadova} and \textit{M. R. Özkale}, Commun. Stat., Simulation Comput. 52, No. 3, 826--853 (2023; Zbl 07713657) 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 PDFBibTeX XMLCite \textit{X. Ma} and \textit{P. Zhang}, Commun. Stat., Simulation Comput. 52, No. 3, 658--668 (2023; Zbl 07713646) 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 PDFBibTeX XMLCite \textit{J. Beyhum}, Commun. Stat., Theory Methods 52, No. 16, 5866--5876 (2023; Zbl 07711347) Full Text: DOI arXiv
Janamiri, Fariba; Rasekh, Abdolrahman; Chaji, Alireza; Babadi, Babak Ridge-GME estimation in linear mixed models. (English) Zbl 07711306 Commun. Stat., Theory Methods 52, No. 15, 5115-5132 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{F. Janamiri} et al., Commun. Stat., Theory Methods 52, No. 15, 5115--5132 (2023; Zbl 07711306) Full Text: DOI
Wang, Xiao-li; Xie, Wei-xin; Li, Liang-qun Variable structure T-S fuzzy model and its application in maneuvering target tracking. (English) Zbl 1520.93079 Fuzzy Optim. Decis. Mak. 22, No. 2, 289-308 (2023). MSC: 93B12 92C42 93B30 PDFBibTeX XMLCite \textit{X.-l. Wang} et al., Fuzzy Optim. Decis. Mak. 22, No. 2, 289--308 (2023; Zbl 1520.93079) Full Text: DOI
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 PDFBibTeX XMLCite \textit{Y. Anzarmou} et al., Test 32, No. 1, 388--417 (2023; Zbl 1516.62061) Full Text: DOI
Zeebari, Zangin; Shukur, Ghazi On the least absolute deviations method for ridge estimation of sure models. (English) Zbl 07710566 Commun. Stat., Theory Methods 52, No. 14, 4773-4791 (2023). MSC: 62-XX 65-XX PDFBibTeX XMLCite \textit{Z. Zeebari} and \textit{G. Shukur}, Commun. Stat., Theory Methods 52, No. 14, 4773--4791 (2023; Zbl 07710566) 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 PDFBibTeX XMLCite \textit{J. Wu}, Commun. Stat., Theory Methods 52, No. 13, 4622--4635 (2023; Zbl 07710557) Full Text: DOI
Frangella, Zachary; Tropp, Joel A.; Udell, Madeleine Randomized Nyström preconditioning. (English) Zbl 1517.65020 SIAM J. Matrix Anal. Appl. 44, No. 2, 718-752 (2023). MSC: 65F08 65F20 65F55 PDFBibTeX XMLCite \textit{Z. Frangella} et al., SIAM J. Matrix Anal. Appl. 44, No. 2, 718--752 (2023; Zbl 1517.65020) Full Text: DOI arXiv