On Comparing and Classifying Several Independent Linear and Non-Linear Regression Models With Symmetric Errors
| dc.contributor.author | Mahmoudi, M.R. | |
| dc.contributor.author | Baleanu, D. | |
| dc.contributor.author | Maleki, M. | |
| dc.contributor.author | Ji-jun, P. | |
| dc.date.accessioned | 2020-03-27T08:03:43Z | |
| dc.date.accessioned | 2025-09-18T12:10:05Z | |
| dc.date.available | 2020-03-27T08:03:43Z | |
| dc.date.available | 2025-09-18T12:10:05Z | |
| dc.date.issued | 2019 | |
| dc.description.abstract | In many real world problems, science fields such as biology, computer science, data mining, electrical and mechanical engineering, and signal processing, researchers aim to compare and classify several regression models. In this paper, a computational approach, based on the non-parametric methods, is used to investigate the similarities, and to classify several linear and non-linear regression models with symmetric errors. The ability of each given approach is then evaluated using simulated and real world practical datasets. © 2019 by the authors. | en_US |
| dc.identifier.citation | Pan, Ji-Jun...et al. (2019). "On Comparing and Classifying Several Independent Linear and Non-Linear Regression Models with Symmetric Errors", Symmetry-Basel, Vol. 11, No. 6. | en_US |
| dc.identifier.doi | 10.3390/sym11060820 | |
| dc.identifier.issn | 2073-8994 | |
| dc.identifier.scopus | 2-s2.0-85068070168 | |
| dc.identifier.uri | https://doi.org/10.3390/sym11060820 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.12416/11614 | |
| dc.language.iso | en | en_US |
| dc.publisher | MDPI AG | en_US |
| dc.relation.ispartof | Symmetry | en_US |
| dc.rights | info:eu-repo/semantics/openAccess | en_US |
| dc.subject | Comparison | en_US |
| dc.subject | Friedman Test | en_US |
| dc.subject | Linear Regression | en_US |
| dc.subject | Nonlinear Regression | en_US |
| dc.subject | Sign Test | en_US |
| dc.subject | Symmetric Errors | en_US |
| dc.subject | Wilcoxon Test | en_US |
| dc.title | On Comparing and Classifying Several Independent Linear and Non-Linear Regression Models With Symmetric Errors | en_US |
| dc.title | On Comparing and Classifying Several Independent Linear and Non-Linear Regression Models with Symmetric Errors | tr_TR |
| dc.type | Article | en_US |
| dspace.entity.type | Publication | |
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| gdc.coar.type | text::journal::journal article | |
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| gdc.description.department | Çankaya University | en_US |
| gdc.description.departmenttemp | Ji-jun P., College of Mathematics, Dianxi Science and Technology, Normal University, Lincang, 677000, China; Mahmoudi M.R., Department of Statistics, Faculty of Science, Fasa University, Fasa, 74616 86131, Iran; Baleanu D., Department of Mathematics, Faculty of Art and Sciences, Cankaya University Balgat, Ankara, 06530, Turkey; Maleki M., Department of Statistics, Faculty of Science, Shiraz University, Shiraz, 71946 85115, Iran | en_US |
| gdc.description.issue | 6 | en_US |
| gdc.description.publicationcategory | Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı | en_US |
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| gdc.description.volume | 11 | en_US |
| gdc.description.wosquality | Q2 | |
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| gdc.oaire.keywords | comparison; Friedman test; linear regression; nonlinear regression; sign test; symmetric errors; Wilcoxon test | |
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| gdc.virtual.author | Baleanu, Dumitru | |
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