Shrinkage Ridge Regression Estimators in High-Dimensional Linear Models
| dc.authorid | Yuzbasi, Bahadir/0000-0002-6196-3201; | |
| dc.authorwosid | Yuzbasi, Bahadir/F-6907-2013 | |
| dc.authorwosid | Ahmed, Syed/GSN-7305-2022 | |
| dc.contributor.author | Yuzbasi, Bahadir | |
| dc.contributor.author | Ahmed, S. Ejaz | |
| dc.date.accessioned | 2024-08-04T20:40:21Z | |
| dc.date.available | 2024-08-04T20:40:21Z | |
| dc.date.issued | 2015 | |
| dc.department | İnönü Üniversitesi | en_US |
| dc.description | 9th International Conference on Management Science and Engineering Management (ICMSEM) -- JUL 21-23, 2015 -- Karlsruhe Inst Technol, Karlsruhe, GERMANY | en_US |
| dc.description.abstract | In this paper, we suggest shrinkage ridge regression estimators for a multiple linear regression model, and compared their performance with some penalty estimators which are lasso, adaptive lasso and SCAD. Monte Carlo studies were conducted to compare the estimators and a real data example is presented to illustrate the usefulness of the suggested methods. | en_US |
| dc.description.sponsorship | Int Soc Management Sci & Engn Management | en_US |
| dc.identifier.doi | 10.1007/978-3-662-47241-5_67 | |
| dc.identifier.endpage | 807 | en_US |
| dc.identifier.isbn | 978-3-662-47241-5 | |
| dc.identifier.issn | 2194-5357 | |
| dc.identifier.issn | 2194-5365 | |
| dc.identifier.scopus | 2-s2.0-84937485028 | en_US |
| dc.identifier.scopusquality | N/A | en_US |
| dc.identifier.startpage | 793 | en_US |
| dc.identifier.uri | https://doi.org/10.1007/978-3-662-47241-5_67 | |
| dc.identifier.uri | https://hdl.handle.net/11616/96870 | |
| dc.identifier.volume | 362 | en_US |
| dc.identifier.wos | WOS:000377959100067 | en_US |
| dc.identifier.wosquality | N/A | en_US |
| dc.indekslendigikaynak | Web of Science | en_US |
| dc.indekslendigikaynak | Scopus | en_US |
| dc.language.iso | en | en_US |
| dc.publisher | Springer-Verlag Berlin | en_US |
| dc.relation.ispartof | Proceedings of The Ninth International Conference on Management Science and Engineering Management | en_US |
| dc.relation.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | en_US |
| dc.rights | info:eu-repo/semantics/closedAccess | en_US |
| dc.subject | Shrinkage estimation | en_US |
| dc.subject | Ridge regression | en_US |
| dc.subject | High-dimensional data | en_US |
| dc.subject | Asymptotic and simulation | en_US |
| dc.subject | Big data | en_US |
| dc.title | Shrinkage Ridge Regression Estimators in High-Dimensional Linear Models | en_US |
| dc.type | Conference Object | en_US |
