Shahriari, Shirin; Faria, Susana; Gonçalves, A. Manuela A robust sparse linear approach for contaminated data. (English) Zbl 1497.62174 Commun. Stat., Simulation Comput. 50, No. 6, 1662-1678 (2021). MSC: 62J05 62F35 62J07 PDFBibTeX XMLCite \textit{S. Shahriari} et al., Commun. Stat., Simulation Comput. 50, No. 6, 1662--1678 (2021; Zbl 1497.62174) Full Text: DOI Link
Bedoui, Adel; Lazar, Nicole A. Bayesian empirical likelihood for ridge and Lasso regressions. (English) Zbl 1510.62307 Comput. Stat. Data Anal. 145, Article ID 106917, 15 p. (2020). MSC: 62J07 62G05 62F15 62-08 PDFBibTeX XMLCite \textit{A. Bedoui} and \textit{N. A. Lazar}, Comput. Stat. Data Anal. 145, Article ID 106917, 15 p. (2020; Zbl 1510.62307) Full Text: DOI
Zhao, Yaqing; Bondell, Howard Solution paths for the generalized Lasso with applications to spatially varying coefficients regression. (English) Zbl 1507.62210 Comput. Stat. Data Anal. 142, Article ID 106821, 14 p. (2020). MSC: 62-08 62J07 PDFBibTeX XMLCite \textit{Y. Zhao} and \textit{H. Bondell}, Comput. Stat. Data Anal. 142, Article ID 106821, 14 p. (2020; Zbl 1507.62210) Full Text: DOI Link
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 PDFBibTeX XMLCite \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
Biau, Gérard; Fischer, Aurélie; Guedj, Benjamin; Malley, James D. COBRA: a combined regression strategy. (English) Zbl 1334.62005 J. Multivariate Anal. 146, 18-28 (2016). MSC: 62-04 62G05 62G08 62G20 PDFBibTeX XMLCite \textit{G. Biau} et al., J. Multivariate Anal. 146, 18--28 (2016; Zbl 1334.62005) Full Text: DOI arXiv
Yuan, J.; Wei, G. An efficient Monte Carlo EM algorithm for Bayesian Lasso. (English) Zbl 1453.62260 J. Stat. Comput. Simulation 84, No. 10, 2166-2186 (2014). MSC: 62-08 62F15 62J07 PDFBibTeX XMLCite \textit{J. Yuan} and \textit{G. Wei}, J. Stat. Comput. Simulation 84, No. 10, 2166--2186 (2014; Zbl 1453.62260) Full Text: DOI
Fallahpour, Saber; Ejaz Ahmed, S. Shrinkage estimation and variable selection in multiple regression models with random coefficient autoregressive errors. (English) Zbl 1396.62169 Stat. Probab. Lett. 92, 199-208 (2014). MSC: 62J07 62M10 PDFBibTeX XMLCite \textit{S. Fallahpour} and \textit{S. Ejaz Ahmed}, Stat. Probab. Lett. 92, 199--208 (2014; Zbl 1396.62169) Full Text: DOI
Schifano, Elizabeth D.; Strawderman, Robert L.; Wells, Martin T. Majorization-minimization algorithms for nonsmoothly penalized objective functions. (English) Zbl 1267.65009 Electron. J. Stat. 4, 1258-1299 (2010). MSC: 65C60 62J07 62J05 62J12 PDFBibTeX XMLCite \textit{E. D. Schifano} et al., Electron. J. Stat. 4, 1258--1299 (2010; Zbl 1267.65009) Full Text: DOI arXiv Euclid
Meinshausen, Nicolai; Bühlmann, Peter High-dimensional graphs and variable selection with the Lasso. (English) Zbl 1113.62082 Ann. Stat. 34, No. 3, 1436-1462 (2006). MSC: 62H99 62J07 05C90 62F12 62H12 65C60 62J05 PDFBibTeX XMLCite \textit{N. Meinshausen} and \textit{P. Bühlmann}, Ann. Stat. 34, No. 3, 1436--1462 (2006; Zbl 1113.62082) Full Text: DOI arXiv