Contributions to Theil-Sen Regression Analysis Parameter Estimation with Weighted Median
Yıl: 2021 Cilt: 9 Sayı: 2 Sayfa Aralığı: 259 - 268 Metin Dili: İngilizce DOI: 10.17093/alphanumeric.998384 İndeks Tarihi: 29-07-2022
Contributions to Theil-Sen Regression Analysis Parameter Estimation with Weighted Median
Öz: Regression analysis is one of the most commonly used estimation methods. In statistical studies, some assumptions must be fully met to make good estimations with regression analysis. Some of these assumptions are not always fulfilled in real life data. For such cases, alternative methods are used. One of them is Theil-sen method, which is one of the non-parametric regression analysis techniques. In this study, different analysis techniques were proposed by using the weighted median parameter instead of the median parameter used in the Theil-Sen regression method. With the proposed four different algorithms, new approaches to Theil-Sen regression analysis estimation have been introduced. It has been seen that the obtained results are successful compared to the classical Theil-Sen results.
Anahtar Kelime: Belge Türü: Makale Makale Türü: Araştırma Makalesi Erişim Türü: Erişime Açık
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| APA | Öztaş C, Erilli N (2021). Contributions to Theil-Sen Regression Analysis Parameter Estimation with Weighted Median. , 259 - 268. 10.17093/alphanumeric.998384 |
| Chicago | Öztaş Cem,Erilli Necati Alp Contributions to Theil-Sen Regression Analysis Parameter Estimation with Weighted Median. (2021): 259 - 268. 10.17093/alphanumeric.998384 |
| MLA | Öztaş Cem,Erilli Necati Alp Contributions to Theil-Sen Regression Analysis Parameter Estimation with Weighted Median. , 2021, ss.259 - 268. 10.17093/alphanumeric.998384 |
| AMA | Öztaş C,Erilli N Contributions to Theil-Sen Regression Analysis Parameter Estimation with Weighted Median. . 2021; 259 - 268. 10.17093/alphanumeric.998384 |
| Vancouver | Öztaş C,Erilli N Contributions to Theil-Sen Regression Analysis Parameter Estimation with Weighted Median. . 2021; 259 - 268. 10.17093/alphanumeric.998384 |
| IEEE | Öztaş C,Erilli N "Contributions to Theil-Sen Regression Analysis Parameter Estimation with Weighted Median." , ss.259 - 268, 2021. 10.17093/alphanumeric.998384 |
| ISNAD | Öztaş, Cem - Erilli, Necati Alp. "Contributions to Theil-Sen Regression Analysis Parameter Estimation with Weighted Median". (2021), 259-268. https://doi.org/10.17093/alphanumeric.998384 |
| APA | Öztaş C, Erilli N (2021). Contributions to Theil-Sen Regression Analysis Parameter Estimation with Weighted Median. Alphanumeric Journal, 9(2), 259 - 268. 10.17093/alphanumeric.998384 |
| Chicago | Öztaş Cem,Erilli Necati Alp Contributions to Theil-Sen Regression Analysis Parameter Estimation with Weighted Median. Alphanumeric Journal 9, no.2 (2021): 259 - 268. 10.17093/alphanumeric.998384 |
| MLA | Öztaş Cem,Erilli Necati Alp Contributions to Theil-Sen Regression Analysis Parameter Estimation with Weighted Median. Alphanumeric Journal, vol.9, no.2, 2021, ss.259 - 268. 10.17093/alphanumeric.998384 |
| AMA | Öztaş C,Erilli N Contributions to Theil-Sen Regression Analysis Parameter Estimation with Weighted Median. Alphanumeric Journal. 2021; 9(2): 259 - 268. 10.17093/alphanumeric.998384 |
| Vancouver | Öztaş C,Erilli N Contributions to Theil-Sen Regression Analysis Parameter Estimation with Weighted Median. Alphanumeric Journal. 2021; 9(2): 259 - 268. 10.17093/alphanumeric.998384 |
| IEEE | Öztaş C,Erilli N "Contributions to Theil-Sen Regression Analysis Parameter Estimation with Weighted Median." Alphanumeric Journal, 9, ss.259 - 268, 2021. 10.17093/alphanumeric.998384 |
| ISNAD | Öztaş, Cem - Erilli, Necati Alp. "Contributions to Theil-Sen Regression Analysis Parameter Estimation with Weighted Median". Alphanumeric Journal 9/2 (2021), 259-268. https://doi.org/10.17093/alphanumeric.998384 |
