Comparison Between the Kernel Functions Used in Estimating the Fuzzy Regression Discontinuous Model
Some experiments need to know the extent of their usefulness to continue providing them or not. This is done through the fuzzy regression discontinuous model, where the Epanechnikov Kernel and Triangular Kernel were used to estimate the model by generating data from the Monte Carlo experiment and c...
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| Format: | Article |
| Language: | English |
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middle technical university
2023-03-01
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| Series: | Journal of Techniques |
| Online Access: | https://journal.mtu.edu.iq/index.php/MTU/article/view/1080 |
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| author | Mohammad Jasim Mohammad Sajad Sammer Abd Al-Razzaq |
| author_facet | Mohammad Jasim Mohammad Sajad Sammer Abd Al-Razzaq |
| author_sort | Mohammad Jasim Mohammad |
| collection | DOAJ |
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Some experiments need to know the extent of their usefulness to continue providing them or not. This is done through the fuzzy regression discontinuous model, where the Epanechnikov Kernel and Triangular Kernel were used to estimate the model by generating data from the Monte Carlo experiment and comparing the results obtained. It was found that the. Epanechnikov Kernel has a least mean squared error.
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| format | Article |
| id | doaj-art-1cb7359ecd1246da93e8feed09a3d8e5 |
| institution | Kabale University |
| issn | 1818-653X 2708-8383 |
| language | English |
| publishDate | 2023-03-01 |
| publisher | middle technical university |
| record_format | Article |
| series | Journal of Techniques |
| spelling | doaj-art-1cb7359ecd1246da93e8feed09a3d8e52025-01-19T11:01:57Zengmiddle technical universityJournal of Techniques1818-653X2708-83832023-03-015110.51173/jt.v5i1.1080Comparison Between the Kernel Functions Used in Estimating the Fuzzy Regression Discontinuous ModelMohammad Jasim Mohammad0Sajad Sammer Abd Al-Razzaq1Department of Statistics, College of Administration & Economics, University of Baghdad, IraqDepartment of Statistics, College of Administration & Economics, University of Baghdad, Iraq Some experiments need to know the extent of their usefulness to continue providing them or not. This is done through the fuzzy regression discontinuous model, where the Epanechnikov Kernel and Triangular Kernel were used to estimate the model by generating data from the Monte Carlo experiment and comparing the results obtained. It was found that the. Epanechnikov Kernel has a least mean squared error. https://journal.mtu.edu.iq/index.php/MTU/article/view/1080 |
| spellingShingle | Mohammad Jasim Mohammad Sajad Sammer Abd Al-Razzaq Comparison Between the Kernel Functions Used in Estimating the Fuzzy Regression Discontinuous Model Journal of Techniques |
| title | Comparison Between the Kernel Functions Used in Estimating the Fuzzy Regression Discontinuous Model |
| title_full | Comparison Between the Kernel Functions Used in Estimating the Fuzzy Regression Discontinuous Model |
| title_fullStr | Comparison Between the Kernel Functions Used in Estimating the Fuzzy Regression Discontinuous Model |
| title_full_unstemmed | Comparison Between the Kernel Functions Used in Estimating the Fuzzy Regression Discontinuous Model |
| title_short | Comparison Between the Kernel Functions Used in Estimating the Fuzzy Regression Discontinuous Model |
| title_sort | comparison between the kernel functions used in estimating the fuzzy regression discontinuous model |
| url | https://journal.mtu.edu.iq/index.php/MTU/article/view/1080 |
| work_keys_str_mv | AT mohammadjasimmohammad comparisonbetweenthekernelfunctionsusedinestimatingthefuzzyregressiondiscontinuousmodel AT sajadsammerabdalrazzaq comparisonbetweenthekernelfunctionsusedinestimatingthefuzzyregressiondiscontinuousmodel |