Genç, Murat; Özkale, M. Revan Usage of the GO estimator in high dimensional linear models. (English) Zbl 07315553 Comput. Stat. 36, No. 1, 217-239 (2021). MSC: 65C60 PDF BibTeX XML Cite \textit{M. Genç} and \textit{M. R. Özkale}, Comput. Stat. 36, No. 1, 217--239 (2021; Zbl 07315553) Full Text: DOI
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
Thompson, Emmanuel; Talafha, Ahmad Mahmoud Regularization-based bootstrap ranking model: identifying healthcare indicators among all level income economies. (English. French summary) Zbl 07298609 Afr. Stat. 15, No. 3, 2431-2449 (2020). MSC: 62P10 62P20 62G08 62J07 PDF BibTeX XML Cite \textit{E. Thompson} and \textit{A. M. Talafha}, Afr. Stat. 15, No. 3, 2431--2449 (2020; Zbl 07298609) Full Text: DOI Euclid
Yu, XiaoYuan; Xie, Wei Single image blind deblurring based on salient edge-structures and elastic-net regularization. (English) Zbl 07289200 J. Math. Imaging Vis. 62, No. 8, 1049-1061 (2020). MSC: 68 94 PDF BibTeX XML Cite \textit{X. Yu} and \textit{W. Xie}, J. Math. Imaging Vis. 62, No. 8, 1049--1061 (2020; Zbl 07289200) Full Text: DOI
Wei, Liling; Xu, Hong-Kun Properties and iterative methods for the elastic net with \(\ell_p\)-norm errors. (English) Zbl 07285162 Fixed Point Theory 21, No. 2, 805-818 (2020). Reviewer: Bülent Karasözen (Ankara) MSC: 65 90 47J06 47J25 47H10 PDF BibTeX XML Cite \textit{L. Wei} and \textit{H.-K. Xu}, Fixed Point Theory 21, No. 2, 805--818 (2020; Zbl 07285162) Full Text: Link
Chiabudini, Marco; Schumacher, Martin; Graf, Erika Comparison of complex modeling strategies for prediction of a binary outcome based on a few, highly correlated predictors. (English) Zbl 1436.62527 Biom. J. 62, No. 3, 568-582 (2020). MSC: 62P10 PDF BibTeX XML Cite \textit{M. Chiabudini} et al., Biom. J. 62, No. 3, 568--582 (2020; Zbl 1436.62527) Full Text: DOI
Zhong, Yi; He, Jianghua; Chalise, Prabhakar Nested and repeated cross validation for classification model with high-dimensional data. (English) Zbl 1435.62408 Rev. Colomb. Estad. 43, No. 1, 103-125 (2020). MSC: 62P10 62H30 PDF BibTeX XML Cite \textit{Y. Zhong} et al., Rev. Colomb. Estad. 43, No. 1, 103--125 (2020; Zbl 1435.62408) Full Text: DOI
Laurain, Vincent; Tóth, Roland; Piga, Dario; Darwish, Mohamed Abdelmonim Hassan Sparse RKHS estimation via globally convex optimization and its application in LPV-IO identification. (English) Zbl 1436.93033 Automatica 115, Article ID 108914, 10 p. (2020). MSC: 93B30 93C05 90C25 PDF BibTeX XML Cite \textit{V. Laurain} et al., Automatica 115, Article ID 108914, 10 p. (2020; Zbl 1436.93033) Full Text: DOI
Choiruddin, Achmad; Cuevas-Pacheco, Francisco; Coeurjolly, Jean-François; Waagepetersen, Rasmus Regularized estimation for highly multivariate log Gaussian Cox processes. (English) Zbl 1437.62274 Stat. Comput. 30, No. 3, 649-662 (2020). MSC: 62J07 62M30 60G55 62J05 62H12 62P12 PDF BibTeX XML Cite \textit{A. Choiruddin} et al., Stat. Comput. 30, No. 3, 649--662 (2020; Zbl 1437.62274) Full Text: DOI
Pilz, Maximilian Consistency of the elastic net under a finite second moment assumption on the noise. (English) Zbl 1422.62141 J. Stat. Plann. Inference 204, 72-79 (2020). MSC: 62G07 62M20 PDF BibTeX XML Cite \textit{M. Pilz}, J. Stat. Plann. Inference 204, 72--79 (2020; Zbl 1422.62141) Full Text: DOI
Jiratchayut, Kanyalin; Bumrungsup, Chinnaphong Penalized linear regression methods where the predictors have grouping effect. (English) Zbl 1446.62199 Thail. Stat. 17, No. 2, 212-222 (2019). MSC: 62J05 62F10 PDF BibTeX XML Cite \textit{K. Jiratchayut} and \textit{C. Bumrungsup}, Thail. Stat. 17, No. 2, 212--222 (2019; Zbl 1446.62199)
Rau, Christian On the choice of high-dimensional regression parameters in Gaussian random tomography. (English) Zbl 07272297 Results Appl. Math. 3, Article ID 100067, 8 p. (2019). MSC: 62H35 62H12 62J07 62M10 60D05 44A12 PDF BibTeX XML Cite \textit{C. Rau}, Results Appl. Math. 3, Article ID 100067, 8 p. (2019; Zbl 07272297) Full Text: DOI
Khan, Md Hasinur Rahaman; Bhadra, Anamika; Howlader, Tamanna Stability selection for Lasso, ridge and elastic net implemented with AFT models. (English) Zbl 1445.92142 Stat. Appl. Genet. Mol. Biol. 18, No. 5, Article ID 20170001, 14 p. (2019). MSC: 92C50 62P10 62J07 PDF BibTeX XML Cite \textit{M. H. R. Khan} et al., Stat. Appl. Genet. Mol. Biol. 18, No. 5, Article ID 20170001, 14 p. (2019; Zbl 1445.92142) Full Text: DOI
Pamukcu, Esra Choosing the optimal hybrid covariance estimators in adaptive elastic net regression models using information complexity. (English) Zbl 07193879 J. Stat. Comput. Simulation 89, No. 16, 2983-2996 (2019). MSC: 62 PDF BibTeX XML Cite \textit{E. Pamukcu}, J. Stat. Comput. Simulation 89, No. 16, 2983--2996 (2019; Zbl 07193879) Full Text: DOI
Mohebbi, Shima; Pamukcu, Esra; Bozdogan, Hamparsum A new data adaptive elastic net predictive model using hybridized smoothed covariance estimators with information complexity. (English) Zbl 07193770 J. Stat. Comput. Simulation 89, No. 6, 1060-1089 (2019). MSC: 62 PDF BibTeX XML Cite \textit{S. Mohebbi} et al., J. Stat. Comput. Simulation 89, No. 6, 1060--1089 (2019; Zbl 07193770) Full Text: DOI
Wang, Yadi; Yang, Xin-Guang; Lu, Yongjin Informative gene selection for microarray classification via adaptive elastic net with conditional mutual information. (English) Zbl 07186617 Appl. Math. Modelling 71, 286-297 (2019). MSC: 68 92 PDF BibTeX XML Cite \textit{Y. Wang} et al., Appl. Math. Modelling 71, 286--297 (2019; Zbl 07186617) Full Text: DOI
Gregory, Karl B.; Wang, Dewei; McMahan, Christopher S. Adaptive elastic net for group testing. (English) Zbl 1436.62558 Biometrics 75, No. 1, 13-23 (2019). MSC: 62P10 62R07 PDF BibTeX XML Cite \textit{K. B. Gregory} et al., Biometrics 75, No. 1, 13--23 (2019; Zbl 1436.62558) Full Text: DOI
Meulman, Jacqueline J.; van der Kooij, Anita J.; Duisters, Kevin L. W. ROS regression: integrating regularization with optimal scaling regression. (English) Zbl 1429.62310 Stat. Sci. 34, No. 3, 361-390 (2019). MSC: 62J07 62H12 PDF BibTeX XML Cite \textit{J. J. Meulman} et al., Stat. Sci. 34, No. 3, 361--390 (2019; Zbl 1429.62310) Full Text: DOI Euclid
Freue, Gabriela V. Cohen; Kepplinger, David; Salibián-Barrera, Matías; Smucler, Ezequiel Robust elastic net estimators for variable selection and identification of proteomic biomarkers. (English) Zbl 1436.62551 Ann. Appl. Stat. 13, No. 4, 2065-2090 (2019). MSC: 62P10 62F35 PDF BibTeX XML Cite \textit{G. V. C. Freue} et al., Ann. Appl. Stat. 13, No. 4, 2065--2090 (2019; Zbl 1436.62551) Full Text: DOI Euclid
Lei, J. Fast exact conformalization of the Lasso using piecewise linear homotopy. (English) Zbl 1437.62278 Biometrika 106, No. 4, 749-764 (2019). MSC: 62J07 62R20 PDF BibTeX XML Cite \textit{J. Lei}, Biometrika 106, No. 4, 749--764 (2019; Zbl 1437.62278) Full Text: DOI
Hwang, Wen-Han; Heinze, Dean; Stoklosa, Jakub A weighted partial likelihood approach for zero-truncated models. (English) Zbl 1429.62548 Biom. J. 61, No. 4, 1073-1087 (2019). MSC: 62P10 PDF BibTeX XML Cite \textit{W.-H. Hwang} et al., Biom. J. 61, No. 4, 1073--1087 (2019; Zbl 1429.62548) Full Text: DOI
Bonnel, Henri; Schneider, Christopher Post-Pareto analysis and a new algorithm for the optimal parameter tuning of the elastic net. (English) Zbl 1432.90136 J. Optim. Theory Appl. 183, No. 3, 993-1027 (2019). MSC: 90C29 65K05 90C90 62J05 90C33 PDF BibTeX XML Cite \textit{H. Bonnel} and \textit{C. Schneider}, J. Optim. Theory Appl. 183, No. 3, 993--1027 (2019; Zbl 1432.90136) Full Text: DOI
Guibert, Quentin; Lopez, Olivier; Piette, Pierrick Forecasting mortality rate improvements with a high-dimensional VAR. (English) Zbl 1425.91223 Insur. Math. Econ. 88, 255-272 (2019). MSC: 91B30 62P05 62M20 91D20 PDF BibTeX XML Cite \textit{Q. Guibert} et al., Insur. Math. Econ. 88, 255--272 (2019; Zbl 1425.91223) Full Text: DOI
Calatroni, Luca; Chambolle, Antonin Backtracking strategies for accelerated descent methods with smooth composite objectives. (English) Zbl 1427.90215 SIAM J. Optim. 29, No. 3, 1772-1798 (2019). MSC: 90C25 65F22 PDF BibTeX XML Cite \textit{L. Calatroni} and \textit{A. Chambolle}, SIAM J. Optim. 29, No. 3, 1772--1798 (2019; Zbl 1427.90215) Full Text: DOI arXiv
Wang, Jing; Han, Bo; Wang, Wei Elastic-net regularization for nonlinear electrical impedance tomography with a splitting approach. (English) Zbl 1418.65056 Appl. Anal. 98, No. 12, 2201-2217 (2019). MSC: 65F22 65M32 92C55 PDF BibTeX XML Cite \textit{J. Wang} et al., Appl. Anal. 98, No. 12, 2201--2217 (2019; Zbl 1418.65056) Full Text: DOI arXiv
Qian, Chengde; Tran-Dinh, Quoc; Fu, Sheng; Zou, Changliang; Liu, Yufeng Robust multicategory support matrix machines. (English) Zbl 1415.90080 Math. Program. 176, No. 1-2 (B), 429-463 (2019). MSC: 90C25 90C26 62H30 PDF BibTeX XML Cite \textit{C. Qian} et al., Math. Program. 176, No. 1--2 (B), 429--463 (2019; Zbl 1415.90080) Full Text: DOI
Yue, Lili; Li, Gaorong; Lian, Heng; Wan, Xiang Regression adjustment for treatment effect with multicollinearity in high dimensions. (English) Zbl 07027262 Comput. Stat. Data Anal. 134, 17-35 (2019). MSC: 62 PDF BibTeX XML Cite \textit{L. Yue} et al., Comput. Stat. Data Anal. 134, 17--35 (2019; Zbl 07027262) Full Text: DOI
Chen, Guodong; Cao, Man; Yu, Jialin; Guo, Xinyun; Shi, Shaoping Prediction and functional analysis of prokaryote lysine acetylation site by incorporating six types of features into Chou’s general PseAAC. (English) Zbl 1406.92172 J. Theor. Biol. 461, 92-101 (2019). MSC: 92C40 92D20 PDF BibTeX XML Cite \textit{G. Chen} et al., J. Theor. Biol. 461, 92--101 (2019; Zbl 1406.92172) Full Text: DOI
Tan, Xin Lu Optimal estimation of slope vector in high-dimensional linear transformation models. (English) Zbl 1410.62128 J. Multivariate Anal. 169, 179-204 (2019). Reviewer: Oleksandr Kukush (Kyïv) MSC: 62J05 62H20 PDF BibTeX XML Cite \textit{X. L. Tan}, J. Multivariate Anal. 169, 179--204 (2019; Zbl 1410.62128) Full Text: DOI
Lee, Jaylen; Ciccarello, Shannon; Acharjee, Mithun; Das, Kumer Dimension reduction of gene expression data. (English) Zbl 1425.62083 J. Stat. Theory Pract. 12, No. 2, 450-461 (2018). MSC: 62H25 62P10 92D20 62J02 PDF BibTeX XML Cite \textit{J. Lee} et al., J. Stat. Theory Pract. 12, No. 2, 450--461 (2018; Zbl 1425.62083) Full Text: DOI
Huang, Shuang; Hu, Chengcheng; Bell, Melanie L.; Billheimer, Dean; Guerra, Stefano; Roe, Denise; Vasquez, Monica M.; Bedrick, Edward J. Regularized continuous-time Markov model via elastic net. (English) Zbl 1414.62446 Biometrics 74, No. 3, 1045-1054 (2018). MSC: 62P10 62M05 PDF BibTeX XML Cite \textit{S. Huang} et al., Biometrics 74, No. 3, 1045--1054 (2018; Zbl 1414.62446) Full Text: DOI
Hao, Yong-Xia; Lu, Dianchen Sparse approximation of fitting surface by elastic net. (English) Zbl 1453.65031 Comput. Appl. Math. 37, No. 3, 2784-2794 (2018). MSC: 65D05 65D18 65F50 PDF BibTeX XML Cite \textit{Y.-X. Hao} and \textit{D. Lu}, Comput. Appl. Math. 37, No. 3, 2784--2794 (2018; Zbl 1453.65031) Full Text: DOI
Zhang, Yun; Thakar, Juilee; Topham, David J.; Falsey, Ann R.; Zeng, Delu; Qiu, Xing Some equivalence relationships of regularized regressions. (English) Zbl 1401.62118 Math. Appl., Brno 7, No. 1, 3-10 (2018). MSC: 62J07 65F22 62H25 62H12 PDF BibTeX XML Cite \textit{Y. Zhang} et al., Math. Appl., Brno 7, No. 1, 3--10 (2018; Zbl 1401.62118) Full Text: DOI
Topuz, Kazim; Uner, Hasmet; Oztekin, Asil; Yildirim, Mehmet Bayram Predicting pediatric clinic no-shows: a decision analytic framework using elastic net and Bayesian belief network. (English) Zbl 06886416 Ann. Oper. Res. 263, No. 1-2, 479-499 (2018). MSC: 62P10 62C10 90B35 PDF BibTeX XML Cite \textit{K. Topuz} et al., Ann. Oper. Res. 263, No. 1--2, 479--499 (2018; Zbl 06886416) Full Text: DOI
Haggag, Magda M. M. Adjusting the penalized term for the regularized regression models. (English. French summary) Zbl 1392.62204 Afr. Stat. 13, No. 2, 1609-1630 (2018). MSC: 62J05 62J07 PDF BibTeX XML Cite \textit{M. M. M. Haggag}, Afr. Stat. 13, No. 2, 1609--1630 (2018; Zbl 1392.62204) Full Text: DOI Euclid
Hu, Jianhua; Huang, Jian; Qiu, Feng A group adaptive elastic-net approach for variable selection in high-dimensional linear regression. (English) Zbl 1384.62229 Sci. China, Math. 61, No. 1, 173-188 (2018). MSC: 62J05 62J07 62G08 PDF BibTeX XML Cite \textit{J. Hu} et al., Sci. China, Math. 61, No. 1, 173--188 (2018; Zbl 1384.62229) Full Text: DOI
Lin, Bingqing; Pang, Zhen; Wang, Qihua Cluster feature selection in high-dimensional linear models. (English) Zbl 1384.62237 Random Matrices Theory Appl. 7, No. 1, Article ID 1750015, 23 p. (2018). MSC: 62J05 62F07 PDF BibTeX XML Cite \textit{B. Lin} et al., Random Matrices Theory Appl. 7, No. 1, Article ID 1750015, 23 p. (2018; Zbl 1384.62237) Full Text: DOI
Alshaybawee, Taha; Midi, Habshah; Alhamzawi, Rahim Bayesian elastic net single index quantile regression. (English) Zbl 07282072 J. Appl. Stat. 44, No. 5, 853-871 (2017). MSC: 62 PDF BibTeX XML Cite \textit{T. Alshaybawee} et al., J. Appl. Stat. 44, No. 5, 853--871 (2017; Zbl 07282072) Full Text: DOI
Hamedani, Hamideh D.; Moosavi, Sara Sadat Dealing with big data: comparing dimension reduction and shrinkage regression methods. (English) Zbl 07282053 J. Appl. Stat. 44, No. 3, 511-532 (2017). MSC: 62H20 62J07 PDF BibTeX XML Cite \textit{H. D. Hamedani} and \textit{S. S. Moosavi}, J. Appl. Stat. 44, No. 3, 511--532 (2017; Zbl 07282053) Full Text: DOI
Oelker, Margret-Ruth; Tutz, Gerhard A uniform framework for the combination of penalties in generalized structured models. (English) Zbl 1414.62321 Adv. Data Anal. Classif., ADAC 11, No. 1, 97-120 (2017). MSC: 62J07 62J12 PDF BibTeX XML Cite \textit{M.-R. Oelker} and \textit{G. Tutz}, Adv. Data Anal. Classif., ADAC 11, No. 1, 97--120 (2017; Zbl 1414.62321) Full Text: DOI
Roy, Vivekananda; Chakraborty, Sounak Selection of tuning parameters, solution paths and standard errors for Bayesian Lassos. (English) Zbl 1384.62102 Bayesian Anal. 12, No. 3, 753-778 (2017). MSC: 62F15 62J07 60J05 PDF BibTeX XML Cite \textit{V. Roy} and \textit{S. Chakraborty}, Bayesian Anal. 12, No. 3, 753--778 (2017; Zbl 1384.62102) Full Text: DOI Euclid
Chen, Bingzhen; Kong, Lingchen High-dimensional least square matrix regression. (English) Zbl 1383.62166 Pac. J. Optim. 13, No. 2, 185-196 (2017). MSC: 62H12 65K10 90C46 PDF BibTeX XML Cite \textit{B. Chen} and \textit{L. Kong}, Pac. J. Optim. 13, No. 2, 185--196 (2017; Zbl 1383.62166) Full Text: Link
Zhang, Yong; Ye, Wanzhou; Zhang, Jianjun A generalized elastic net regularization with smoothed \(\ell _{q}\) penalty for sparse vector recovery. (English) Zbl 1387.90246 Comput. Optim. Appl. 68, No. 2, 437-454 (2017). MSC: 90C30 90C90 PDF BibTeX XML Cite \textit{Y. Zhang} et al., Comput. Optim. Appl. 68, No. 2, 437--454 (2017; Zbl 1387.90246) Full Text: DOI
Xin, Xin; Hu, Jianhua; Liu, Liangyuan On the oracle property of a generalized adaptive elastic-net for multivariate linear regression with a diverging number of parameters. (English) Zbl 1381.62108 J. Multivariate Anal. 162, 16-31 (2017). MSC: 62H12 62J05 PDF BibTeX XML Cite \textit{X. Xin} et al., J. Multivariate Anal. 162, 16--31 (2017; Zbl 1381.62108) Full Text: DOI
Aghamohammadi, Ali; Meshkani, M. R. Gibbs sampling method for the Bayesian adaptive elastic net. (English) Zbl 1384.62217 Commun. Stat., Simulation Comput. 46, No. 6, 4264-4273 (2017). MSC: 62J05 62F15 65C05 PDF BibTeX XML Cite \textit{A. Aghamohammadi} and \textit{M. R. Meshkani}, Commun. Stat., Simulation Comput. 46, No. 6, 4264--4273 (2017; Zbl 1384.62217) Full Text: DOI
Calafiore, Giuseppe C.; Novara, Carlo; Taragna, Michele Leading impulse response identification via the elastic net criterion. (English) Zbl 1370.93253 Automatica 80, 75-87 (2017). MSC: 93E10 93E12 93E25 PDF BibTeX XML Cite \textit{G. C. Calafiore} et al., Automatica 80, 75--87 (2017; Zbl 1370.93253) Full Text: DOI
Ahsen, Mehmet Eren; Challapalli, Niharika; Vidyasagar, Mathukumalli Two new approaches to compressed sensing exhibiting both robust sparse recovery and the grouping effect. (English) Zbl 1440.62281 J. Mach. Learn. Res. 18(2017-2018), Paper No. 54, 24 p. (2017). MSC: 62J07 62G35 PDF BibTeX XML Cite \textit{M. E. Ahsen} et al., J. Mach. Learn. Res. 18, Paper No. 54, 24 p. (2017; Zbl 1440.62281) Full Text: Link
Nevo, Daniel; Ritov, Ya’acov Identifying a minimal class of models for high-dimensional data. (English) Zbl 1437.62280 J. Mach. Learn. Res. 18(2017-2018), Paper No. 24, 29 p. (2017). MSC: 62J07 62F07 62R07 PDF BibTeX XML Cite \textit{D. Nevo} and \textit{Y. Ritov}, J. Mach. Learn. Res. 18, Paper No. 24, 29 p. (2017; Zbl 1437.62280) Full Text: Link
Chiquet, Julien; Mary-Huard, Tristan; Robin, Stéphane Structured regularization for conditional Gaussian graphical models. (English) Zbl 06737697 Stat. Comput. 27, No. 3, 789-804 (2017). MSC: 62 PDF BibTeX XML Cite \textit{J. Chiquet} et al., Stat. Comput. 27, No. 3, 789--804 (2017; Zbl 06737697) Full Text: DOI
Liu, Hongmei; Rao, J. Sunil Prediction weighted maximum frequency selection. (English) Zbl 1359.62298 Electron. J. Stat. 11, No. 1, 640-681 (2017). MSC: 62J07 PDF BibTeX XML Cite \textit{H. Liu} and \textit{J. S. Rao}, Electron. J. Stat. 11, No. 1, 640--681 (2017; Zbl 1359.62298) Full Text: DOI Euclid
Hong, Mingjian; Zhang, Haibiao; Lin, Mengran; Liu, Feng; Ge, Yongxin Online dynamic cardiac imaging based on the elastic-net model. (English) Zbl 1359.92060 Inverse Probl. Sci. Eng. 25, No. 2, 188-201 (2017). MSC: 92C55 94A08 PDF BibTeX XML Cite \textit{M. Hong} et al., Inverse Probl. Sci. Eng. 25, No. 2, 188--201 (2017; Zbl 1359.92060) Full Text: DOI
Chen, De-Han; Hofmann, Bernd; Zou, Jun Elastic-net regularization versus \(\ell^{1}\)-regularization for linear inverse problems with quasi-sparse solutions. (English) Zbl 06701168 Inverse Probl. 33, No. 1, Article ID 015004, 17 p. (2017). MSC: 35 47 PDF BibTeX XML Cite \textit{D.-H. Chen} et al., Inverse Probl. 33, No. 1, Article ID 015004, 17 p. (2017; Zbl 06701168) Full Text: DOI arXiv
Xu, Yangyang; Akrotirianakis, Ioannis; Chakraborty, Amit Proximal gradient method for huberized support vector machine. (English) Zbl 1425.68358 PAA, Pattern Anal. Appl. 19, No. 4, 989-1005 (2016). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{Y. Xu} et al., PAA, Pattern Anal. Appl. 19, No. 4, 989--1005 (2016; Zbl 1425.68358) Full Text: DOI
Mandal, B. N.; Ma, Jun \(l_1\) regularized multiplicative iterative path algorithm for non-negative generalized linear models. (English) Zbl 06918288 Comput. Stat. Data Anal. 101, 289-299 (2016). MSC: 62 PDF BibTeX XML Cite \textit{B. N. Mandal} and \textit{J. Ma}, Comput. Stat. Data Anal. 101, 289--299 (2016; Zbl 06918288) Full Text: DOI
Greco, Luca; Farcomeni, Alessio A plug-in approach to sparse and robust principal component analysis. (English) Zbl 06833258 Test 25, No. 3, 449-481 (2016). MSC: 62F35 62H25 PDF BibTeX XML Cite \textit{L. Greco} and \textit{A. Farcomeni}, Test 25, No. 3, 449--481 (2016; Zbl 06833258) Full Text: DOI
Calafiore, Giuseppe C. Parallel block coordinate minimization with application to group regularized regression. (English) Zbl 1364.90252 Optim. Eng. 17, No. 4, 941-964 (2016). MSC: 90C25 90C56 62J07 PDF BibTeX XML Cite \textit{G. C. Calafiore}, Optim. Eng. 17, No. 4, 941--964 (2016; Zbl 1364.90252) Full Text: DOI
Qiao, Wenqian; Lian, Heng; Xie, Min-Ge Model selection of hierarchically structured covariates using elastic net. (English) Zbl 1357.62245 Electron. J. Stat. 10, No. 2, 3775-3806 (2016). MSC: 62J05 62J07 PDF BibTeX XML Cite \textit{W. Qiao} et al., Electron. J. Stat. 10, No. 2, 3775--3806 (2016; Zbl 1357.62245) Full Text: DOI Euclid
Altwaijry, Najla; Chebbi, Souhail; Xu, Hong-Kun Properties and splitting method for the \(p\)-elastic net. (English) Zbl 06661935 Pac. J. Optim. 12, No. 4, 801-811 (2016). MSC: 47J20 47J25 49J40 49N45 65J20 65K10 PDF BibTeX XML Cite \textit{N. Altwaijry} et al., Pac. J. Optim. 12, No. 4, 801--811 (2016; Zbl 06661935) Full Text: Link
Alhamzawi, Rahim Bayesian elastic net Tobit quantile regression. (English) Zbl 1347.62129 Commun. Stat., Simulation Comput. 45, No. 7, 2409-2427 (2016). MSC: 62J05 62F15 PDF BibTeX XML Cite \textit{R. Alhamzawi}, Commun. Stat., Simulation Comput. 45, No. 7, 2409--2427 (2016; Zbl 1347.62129) Full Text: DOI
Khan, Md Hasinur Rahaman; Shaw, J. Ewart H. Variable selection for survival data with a class of adaptive elastic net techniques. (English) Zbl 06591379 Stat. Comput. 26, No. 3, 725-741 (2016). MSC: 62 PDF BibTeX XML Cite \textit{M. H. R. Khan} and \textit{J. E. H. Shaw}, Stat. Comput. 26, No. 3, 725--741 (2016; Zbl 06591379) Full Text: DOI
Ambach, Daniel; Croonenbroeck, Carsten Space-time short- to medium-term wind speed forecasting. (English) Zbl 1416.62632 Stat. Methods Appl. 25, No. 1, 5-20 (2016). MSC: 62P12 62J07 PDF BibTeX XML Cite \textit{D. Ambach} and \textit{C. Croonenbroeck}, Stat. Methods Appl. 25, No. 1, 5--20 (2016; Zbl 1416.62632) Full Text: DOI
Shi, Jianhong; Song, Weixing Sparse principal component analysis with measurement errors. (English) Zbl 1341.62168 J. Stat. Plann. Inference 175, 87-99 (2016). MSC: 62H25 62J07 PDF BibTeX XML Cite \textit{J. Shi} and \textit{W. Song}, J. Stat. Plann. Inference 175, 87--99 (2016; Zbl 1341.62168) Full Text: DOI
Shen, Yi; Han, Bin; Braverman, Elena Stability of the elastic net estimator. (English) Zbl 1330.62280 J. Complexity 32, No. 1, 20-39 (2016). MSC: 62J05 62H30 60J20 62M45 60B10 15B52 PDF BibTeX XML Cite \textit{Y. Shen} et al., J. Complexity 32, No. 1, 20--39 (2016; Zbl 1330.62280) Full Text: DOI
Lee, Kyu Ha; Chakraborty, Sounak; Sun, Jianguo Survival prediction and variable selection with simultaneous shrinkage and grouping priors. (English) Zbl 07260427 Stat. Anal. Data Min. 8, No. 2, 114-127 (2015). MSC: 62 68 PDF BibTeX XML Cite \textit{K. H. Lee} et al., Stat. Anal. Data Min. 8, No. 2, 114--127 (2015; Zbl 07260427) Full Text: DOI
Xiao, Nan; Xu, Qing-Song Multi-step adaptive elastic-net: reducing false positives in high-dimensional variable selection. (English) Zbl 07183255 J. Stat. Comput. Simulation 85, No. 18, 3755-3765 (2015). MSC: 62J05 62J07 PDF BibTeX XML Cite \textit{N. Xiao} and \textit{Q.-S. Xu}, J. Stat. Comput. Simulation 85, No. 18, 3755--3765 (2015; Zbl 07183255) Full Text: DOI
Wan, Y.; Datta, S.; Conklin, D. J.; Kong, M. Variable selection models based on multiple imputation with an application for predicting median effective dose and maximum effect. (English) Zbl 07183173 J. Stat. Comput. Simulation 85, No. 9, 1902-1916 (2015). MSC: 62 PDF BibTeX XML Cite \textit{Y. Wan} et al., J. Stat. Comput. Simulation 85, No. 9, 1902--1916 (2015; Zbl 07183173) Full Text: DOI
Jiratchayut, Kanyalin; Bumrungsup, Chinnaphong Elastic net regression with the value of the \(L_2\) penalty parameter associated with Bayesian analysis. (English) Zbl 1365.62095 Thail. Stat. 13, No. 2, 243-269 (2015). MSC: 62F15 62J05 PDF BibTeX XML Cite \textit{K. Jiratchayut} and \textit{C. Bumrungsup}, Thail. Stat. 13, No. 2, 243--269 (2015; Zbl 1365.62095)
Li, Chunhong; Huang, Dengxiang; Dai, Hongshuai Applications of adaptive elastic net procedure for logistic regression model. (English) Zbl 1349.62341 Chin. J. Eng. Math. 32, No. 5, 759-771 (2015). MSC: 62J20 62J12 62J07 PDF BibTeX XML Cite \textit{C. Li} et al., Chin. J. Eng. Math. 32, No. 5, 759--771 (2015; Zbl 1349.62341) Full Text: DOI
Matsui, Hidetoshi; Misumi, Toshihiro Variable selection for varying-coefficient models with the sparse regularization. (English) Zbl 1342.65049 Comput. Stat. 30, No. 1, 43-55 (2015). MSC: 65C60 62J07 PDF BibTeX XML Cite \textit{H. Matsui} and \textit{T. Misumi}, Comput. Stat. 30, No. 1, 43--55 (2015; Zbl 1342.65049) Full Text: DOI
Ho, Michael; Sun, Zheng; Xin, Jack Weighted elastic net penalized mean-variance portfolio design and computation. (English) Zbl 1330.91173 SIAM J. Financ. Math. 6, 1220-1244 (2015). MSC: 91G10 65K10 62F35 62F40 91G70 PDF BibTeX XML Cite \textit{M. Ho} et al., SIAM J. Financ. Math. 6, 1220--1244 (2015; Zbl 1330.91173) Full Text: DOI
Li, Chunhong; Huang, Dengxiang; Qin, Chaoyong An improved Lasso method and its application in log-linear models. (Chinese. English summary) Zbl 1340.62072 J. Guangxi Univ., Nat. Sci. 40, No. 3, 758-765 (2015). MSC: 62J07 62J05 PDF BibTeX XML Cite \textit{C. Li} et al., J. Guangxi Univ., Nat. Sci. 40, No. 3, 758--765 (2015; Zbl 1340.62072) Full Text: DOI
Hussami, Nadine; Tibshirani, Robert J. A component Lasso. (English. French summary) Zbl 1329.62326 Can. J. Stat. 43, No. 4, 624-646 (2015). MSC: 62J07 62J05 PDF BibTeX XML Cite \textit{N. Hussami} and \textit{R. J. Tibshirani}, Can. J. Stat. 43, No. 4, 624--646 (2015; Zbl 1329.62326) Full Text: DOI
Reiss, Philip T.; Huo, Lan; Zhao, Yihong; Kelly, Clare; Ogden, R. Todd Wavelet-domain regression and predictive inference in psychiatric neuroimaging. (English) Zbl 06499943 Ann. Appl. Stat. 9, No. 2, 1076-1101 (2015). MSC: 62P10 62G08 62H25 PDF BibTeX XML Cite \textit{P. T. Reiss} et al., Ann. Appl. Stat. 9, No. 2, 1076--1101 (2015; Zbl 06499943) Full Text: DOI Euclid
Górecki, T.; Krzyśko, M. Regression methods for combining multiple classifiers. (English) Zbl 1328.62385 Commun. Stat., Simulation Comput. 44, No. 3, 739-755 (2015). MSC: 62H30 62G08 PDF BibTeX XML Cite \textit{T. Górecki} and \textit{M. Krzyśko}, Commun. Stat., Simulation Comput. 44, No. 3, 739--755 (2015; Zbl 1328.62385) Full Text: DOI
Park, Heewon; Sakaori, Fumitake; Konishi, Sadanori Robust sparse regression and tuning parameter selection via the efficient bootstrap information criteria. (English) Zbl 1453.62583 J. Stat. Comput. Simulation 84, No. 7, 1596-1607 (2014). MSC: 62J07 62F35 62F40 PDF BibTeX XML Cite \textit{H. Park} et al., J. Stat. Comput. Simulation 84, No. 7, 1596--1607 (2014; Zbl 1453.62583) Full Text: DOI
Chernousova, Elena; Razin, Nikolay; Krasotkina, Olga; Mottl, Vadim; Windridge, David Linear regression via elastic net: non-enumerative leave-one-out verification of feature selection. (English) Zbl 1365.62265 Aleskerov, Fuad (ed.) et al., Clusters, orders, and trees: methods and applications. In honor of Boris Mirkin’s 70th birthday. Collected papers based on the presentations at the international workshop, Moscow, Russia, December 12–13, 2012. New York, NY: Springer (ISBN 978-1-4939-0741-0/hbk; 978-1-4939-0742-7/ebook). Springer Optimization and Its Applications 92, 377-390 (2014). MSC: 62J05 68T05 PDF BibTeX XML Cite \textit{E. Chernousova} et al., Springer Optim. Appl. 92, 377--390 (2014; Zbl 1365.62265) Full Text: DOI
Wu, Lan; Yang, Yuehan Nonnegative elastic net and application in index tracking. (English) Zbl 1364.91156 Appl. Math. Comput. 227, 541-552 (2014). MSC: 91G70 91G10 PDF BibTeX XML Cite \textit{L. Wu} and \textit{Y. Yang}, Appl. Math. Comput. 227, 541--552 (2014; Zbl 1364.91156) Full Text: DOI
Liu, Huawen; Zhang, Shichao; Wu, Xindong MLSLR: multilabel learning via sparse logistic regression. (English) Zbl 1355.68231 Inf. Sci. 281, 310-320 (2014). MSC: 68T05 62H30 62J12 PDF BibTeX XML Cite \textit{H. Liu} et al., Inf. Sci. 281, 310--320 (2014; Zbl 1355.68231) Full Text: DOI
Liu, Fei; Chakraborty, Sounak; Li, Fan; Liu, Yan; Lozano, Aurelie C. Bayesian regularization via graph Laplacian. (English) Zbl 1327.62152 Bayesian Anal. 9, No. 2, 449-474 (2014). MSC: 62F15 62H30 62J07 PDF BibTeX XML Cite \textit{F. Liu} et al., Bayesian Anal. 9, No. 2, 449--474 (2014; Zbl 1327.62152) Full Text: DOI Euclid
Bühlmann, Peter; Mandozzi, Jacopo High-dimensional variable screening and bias in subsequent inference, with an empirical comparison. (English) Zbl 1306.65035 Comput. Stat. 29, No. 3-4, 407-430 (2014). MSC: 65C60 62J05 62J07 62G08 PDF BibTeX XML Cite \textit{P. Bühlmann} and \textit{J. Mandozzi}, Comput. Stat. 29, No. 3--4, 407--430 (2014; Zbl 1306.65035) Full Text: DOI
El Anbari, Mohammed; Mkhadri, Abdallah Penalized regression combining the \( L_{1}\) norm and a correlation based penalty. (English) Zbl 1305.62241 Sankhyā, Ser. B 76, No. 1, 82-102 (2014). MSC: 62J05 62J07 PDF BibTeX XML Cite \textit{M. El Anbari} and \textit{A. Mkhadri}, Sankhyā, Ser. B 76, No. 1, 82--102 (2014; Zbl 1305.62241) Full Text: DOI
Kim, Jaehee Comparison of lasso type estimators for high-dimensional data. (English) Zbl 1305.62209 Commun. Stat. Appl. Methods 21, No. 4, 349-361 (2014). MSC: 62H12 62J07 PDF BibTeX XML Cite \textit{J. Kim}, Commun. Stat. Appl. Methods 21, No. 4, 349--361 (2014; Zbl 1305.62209) Full Text: DOI
Wong, William W. L.; Griesman, Josh; Feng, Zeny Z. Imputing genotypes using regularized generalized linear regression models. (English) Zbl 1298.92069 Stat. Appl. Genet. Mol. Biol. 13, No. 5, 519-529 (2014). MSC: 92D10 92B15 PDF BibTeX XML Cite \textit{W. W. L. Wong} et al., Stat. Appl. Genet. Mol. Biol. 13, No. 5, 519--529 (2014; Zbl 1298.92069) Full Text: DOI
Xu, Hong-Kun Properties and iterative methods for the lasso and its variants. (English) Zbl 1295.47064 Chin. Ann. Math., Ser. B 35, No. 3, 501-518 (2014). Reviewer: Vittorio Colao (Arcavata di Rende) MSC: 47J06 47J25 49J40 49N45 65J20 65J22 PDF BibTeX XML Cite \textit{H.-K. Xu}, Chin. Ann. Math., Ser. B 35, No. 3, 501--518 (2014; Zbl 1295.47064) Full Text: DOI
Baraud, Yannick; Giraud, Christophe; Huet, Sylvie Estimator selection in the Gaussian setting. (English. French summary) Zbl 1298.62113 Ann. Inst. Henri Poincaré, Probab. Stat. 50, No. 3, 1092-1119 (2014). MSC: 62J05 62J07 62G08 PDF BibTeX XML Cite \textit{Y. Baraud} et al., Ann. Inst. Henri Poincaré, Probab. Stat. 50, No. 3, 1092--1119 (2014; Zbl 1298.62113) Full Text: DOI Euclid
Fu, Guang-Hui; Zhang, Wen-Ming; Dai, Lin; Fu, Ying-Zi Group variable selection with oracle property by weight-fused adaptive elastic net model for strongly correlated data. (English) Zbl 06331021 Commun. Stat., Simulation Comput. 43, No. 10, 2468-2481 (2014). MSC: 62H86 62-07 PDF BibTeX XML Cite \textit{G.-H. Fu} et al., Commun. Stat., Simulation Comput. 43, No. 10, 2468--2481 (2014; Zbl 06331021) Full Text: DOI
Kim, Hyun Hak; Swanson, Norman R. Forecasting financial and macroeconomic variables using data reduction methods: new empirical evidence. (English) Zbl 1293.91195 J. Econom. 178, Part 2, 352-367 (2014). MSC: 91G70 62M20 62P20 PDF BibTeX XML Cite \textit{H. H. Kim} and \textit{N. R. Swanson}, J. Econom. 178, Part 2, 352--367 (2014; Zbl 1293.91195) Full Text: DOI
Zeng, Lingmin; Xie, Jun Group variable selection via SCAD-\(L_{2}\). (English) Zbl 1367.62222 Statistics 48, No. 1, 49-66 (2014). MSC: 62J07 PDF BibTeX XML Cite \textit{L. Zeng} and \textit{J. Xie}, Statistics 48, No. 1, 49--66 (2014; Zbl 1367.62222) Full Text: DOI
Qian, Jing; Payabvash, Seyedmehdi; Kemmling, André; Lev, Michael H.; Schwamm, Lee H.; Betensky, Rebecca A. Variable selection and prediction using a nested, matched case-control study: application to hospital acquired pneumonia in stroke patients. (English) Zbl 1419.62425 Biometrics 70, No. 1, 153-163 (2014). MSC: 62P10 62J12 92C50 PDF BibTeX XML Cite \textit{J. Qian} et al., Biometrics 70, No. 1, 153--163 (2014; Zbl 1419.62425) Full Text: DOI
Storlie, Curtis; Anderson, Blake; Vander Wiel, Scott; Quist, Daniel; Hash, Curtis; Brown, Nathan Stochastic identification of malware with dynamic traces. (English) Zbl 1429.62713 Ann. Appl. Stat. 8, No. 1, 1-18 (2014). MSC: 62P30 62J12 PDF BibTeX XML Cite \textit{C. Storlie} et al., Ann. Appl. Stat. 8, No. 1, 1--18 (2014; Zbl 1429.62713) Full Text: DOI Euclid
Austin, Erin; Pan, Wei; Shen, Xiaotong Penalized regression and risk prediction in genome-wide association studies. (English) Zbl 07260371 Stat. Anal. Data Min. 6, No. 4, 315-328 (2013). MSC: 62 68 PDF BibTeX XML Cite \textit{E. Austin} et al., Stat. Anal. Data Min. 6, No. 4, 315--328 (2013; Zbl 07260371) Full Text: DOI
Mkhadri, Abdallah; Ouhourane, Mohamed An extended variable inclusion and shrinkage algorithm for correlated variables. (English) Zbl 1365.62282 Comput. Stat. Data Anal. 57, No. 1, 631-644 (2013). MSC: 62J07 62J05 62F07 PDF BibTeX XML Cite \textit{A. Mkhadri} and \textit{M. Ouhourane}, Comput. Stat. Data Anal. 57, No. 1, 631--644 (2013; Zbl 1365.62282) Full Text: DOI
Yang, Yi; Zou, Hui A cocktail algorithm for solving the elastic net penalized Cox’s regression in high dimensions. (English) Zbl 1327.62014 Stat. Interface 6, No. 2, 167-173 (2013). MSC: 62-04 62J07 62N01 62N05 62P10 PDF BibTeX XML Cite \textit{Y. Yang} and \textit{H. Zou}, Stat. Interface 6, No. 2, 167--173 (2013; Zbl 1327.62014) Full Text: DOI
Zhou, Ding-Xuan On grouping effect of elastic net. (English) Zbl 1285.68145 Stat. Probab. Lett. 83, No. 9, 2108-2112 (2013). MSC: 68T05 42B10 PDF BibTeX XML Cite \textit{D.-X. Zhou}, Stat. Probab. Lett. 83, No. 9, 2108--2112 (2013; Zbl 1285.68145) Full Text: DOI
Suzuki, Taiji; Sugiyama, Masashi Fast learning rate of multiple kernel learning: trade-off between sparsity and smoothness. (English) Zbl 1273.62090 Ann. Stat. 41, No. 3, 1381-1405 (2013). MSC: 62G08 62J07 90C25 62F12 46N30 PDF BibTeX XML Cite \textit{T. Suzuki} and \textit{M. Sugiyama}, Ann. Stat. 41, No. 3, 1381--1405 (2013; Zbl 1273.62090) Full Text: DOI Euclid arXiv
Celeux, Gilles; El Anbari, Mohammed; Marin, Jean-Michel; Robert, Christian P. Regularization in regression: comparing Bayesian and frequentist methods in a poorly informative situation. (English) Zbl 1330.62284 Bayesian Anal. 7, No. 2, 477-502 (2012). MSC: 62J07 62J05 62F15 PDF BibTeX XML Cite \textit{G. Celeux} et al., Bayesian Anal. 7, No. 2, 477--502 (2012; Zbl 1330.62284) Full Text: DOI Euclid
Slawski, Martin The structured elastic net for quantile regression and support vector classification. (English) Zbl 1322.62041 Stat. Comput. 22, No. 1, 153-168 (2012). MSC: 62-07 62J12 62H12 65C60 68T05 PDF BibTeX XML Cite \textit{M. Slawski}, Stat. Comput. 22, No. 1, 153--168 (2012; Zbl 1322.62041) Full Text: DOI
Chiuso, Alessandro; Pillonetto, Gianluigi A Bayesian approach to sparse dynamic network identification. (English) Zbl 1267.93172 Automatica 48, No. 8, 1553-1565 (2012). MSC: 93E12 93A15 93C05 PDF BibTeX XML Cite \textit{A. Chiuso} and \textit{G. Pillonetto}, Automatica 48, No. 8, 1553--1565 (2012; Zbl 1267.93172) Full Text: DOI Link
Li, Hong; Chen, Na; Li, Luoqing Elastic-net regularization for low-rank matrix recovery. (English) Zbl 1308.94035 Int. J. Wavelets Multiresolut. Inf. Process. 10, No. 5, Paper No. 1250050, 18 p. (2012). MSC: 94A12 PDF BibTeX XML Cite \textit{H. Li} et al., Int. J. Wavelets Multiresolut. Inf. Process. 10, No. 5, Paper No. 1250050, 18 p. (2012; Zbl 1308.94035) Full Text: DOI
Johnson, Valen E.; Rossell, David Bayesian model selection in high-dimensional settings. (English) Zbl 1261.62024 J. Am. Stat. Assoc. 107, No. 498, 649-660 (2012); erratum 107, No. 500, 1656 (2012). MSC: 62F15 65C60 PDF BibTeX XML Cite \textit{V. E. Johnson} and \textit{D. Rossell}, J. Am. Stat. Assoc. 107, No. 498, 649--660 (2012; Zbl 1261.62024) Full Text: DOI DOI