Alcaraz, Angelo; Ciuperca, Gabriela Automatic selection by penalized asymmetric \(L_q\)-norm in a high-dimensional model with grouped variables. (English) Zbl 07757624 Statistics 57, No. 5, 1202-1238 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{A. Alcaraz} and \textit{G. Ciuperca}, Statistics 57, No. 5, 1202--1238 (2023; Zbl 07757624) Full Text: DOI arXiv
Sherwood, Ben; Li, Shaobo Quantile regression feature selection and estimation with grouped variables using Huber approximation. (English) Zbl 1496.62022 Stat. Comput. 32, No. 5, Paper No. 75, 16 p. (2022). MSC: 62-08 62G08 62J05 62J07 PDFBibTeX XMLCite \textit{B. Sherwood} and \textit{S. Li}, Stat. Comput. 32, No. 5, Paper No. 75, 16 p. (2022; Zbl 1496.62022) Full Text: DOI
Ouhourane, Mohamed; Yang, Yi; Benedet, Andréa L.; Oualkacha, Karim Group penalized quantile regression. (English) Zbl 07596110 Stat. Methods Appl. 31, No. 3, 495-529 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{M. Ouhourane} et al., Stat. Methods Appl. 31, No. 3, 495--529 (2022; Zbl 07596110) Full Text: DOI
Mendez-Civieta, Alvaro; Aguilera-Morillo, M. Carmen; Lillo, Rosa E. Adaptive sparse group LASSO in quantile regression. (English) Zbl 07433030 Adv. Data Anal. Classif., ADAC 15, No. 3, 547-573 (2021). MSC: 62J07 PDFBibTeX XMLCite \textit{A. Mendez-Civieta} et al., Adv. Data Anal. Classif., ADAC 15, No. 3, 547--573 (2021; Zbl 07433030) Full Text: DOI Link
Ciuperca, Gabriela Variable selection in high-dimensional linear model with possibly asymmetric errors. (English) Zbl 1510.62293 Comput. Stat. Data Anal. 155, Article ID 107112, 19 p. (2021). MSC: 62J05 62J07 62G08 62G20 62H12 PDFBibTeX XMLCite \textit{G. Ciuperca}, Comput. Stat. Data Anal. 155, Article ID 107112, 19 p. (2021; Zbl 1510.62293) Full Text: DOI arXiv
Su, Meihong; Wang, Wenjian Elastic net penalized quantile regression model. (English) Zbl 1464.62263 J. Comput. Appl. Math. 392, Article ID 113462, 16 p. (2021). MSC: 62G08 62J05 62R07 62P10 PDFBibTeX XMLCite \textit{M. Su} and \textit{W. Wang}, J. Comput. Appl. Math. 392, Article ID 113462, 16 p. (2021; Zbl 1464.62263) Full Text: DOI
Stallrich, Jonathan; Islam, Md Nazmul; Staicu, Ana-Maria; Crouch, Dustin; Pan, Lizhi; Huang, He Optimal EMG placement for a robotic prosthesis controller with sequential, adaptive functional estimation (SAFE). (English) Zbl 1470.62166 Ann. Appl. Stat. 14, No. 3, 1164-1181 (2020). MSC: 62P10 62P30 62R10 62L12 62J07 60G35 PDFBibTeX XMLCite \textit{J. Stallrich} et al., Ann. Appl. Stat. 14, No. 3, 1164--1181 (2020; Zbl 1470.62166) Full Text: DOI Euclid
Ciuperca, Gabriela Adaptive elastic-net selection in a quantile model with diverging number of variable groups. (English) Zbl 1468.62272 Statistics 54, No. 5, 1147-1170 (2020). MSC: 62G08 62J05 65C05 PDFBibTeX XMLCite \textit{G. Ciuperca}, Statistics 54, No. 5, 1147--1170 (2020; Zbl 1468.62272) Full Text: DOI arXiv
Ciuperca, Gabriela; Maciak, Matúš; Wahl, François Detection of similar successive groups in a model with diverging number of variable groups. (English) Zbl 1442.62119 Sequential Anal. 39, No. 1, 92-114 (2020). Reviewer: Pavel Stoynov (Sofia) MSC: 62H12 62L12 62F12 62F35 62J07 62J05 62P12 PDFBibTeX XMLCite \textit{G. Ciuperca} et al., Sequential Anal. 39, No. 1, 92--114 (2020; Zbl 1442.62119) Full Text: DOI arXiv
Ciuperca, Gabriela Test by adaptive Lasso quantile method for real-time detection of a change-point. (English) Zbl 1407.62131 Metrika 81, No. 6, 689-720 (2018). Reviewer: Thorsten Dickhaus (Berlin) MSC: 62G08 62J07 62G10 62G20 PDFBibTeX XMLCite \textit{G. Ciuperca}, Metrika 81, No. 6, 689--720 (2018; Zbl 1407.62131) Full Text: DOI