ANALISIS MODEL REGRESI NONPARAMETRIK SIRKULAR-LINEAR BERGANDA
Circular data are data which the value in form of vector is circular data. Statistic analysis that is used in analyzing circular data is circular statistics analysis. In regression analysis, if any of predictor or response variables or both are circular then the regression analysis used is called ci...
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| Format: | Article |
| Language: | English |
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Universitas Udayana
2016-05-01
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| Series: | E-Jurnal Matematika |
| Subjects: | |
| Online Access: | https://ojs.unud.ac.id/index.php/mtk/article/view/21298 |
| _version_ | 1818556691448332288 |
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| author | KOMANG CANDRA IVAN I WAYAN SUMARJAYA MADE SUSILAWATI |
| author_facet | KOMANG CANDRA IVAN I WAYAN SUMARJAYA MADE SUSILAWATI |
| author_sort | KOMANG CANDRA IVAN |
| collection | DOAJ |
| description | Circular data are data which the value in form of vector is circular data. Statistic analysis that is used in analyzing circular data is circular statistics analysis. In regression analysis, if any of predictor or response variables or both are circular then the regression analysis used is called circular regression analysis. Observation data in circular statistic which use direction and time units usually don’t satisfy all of the parametric assumptions, thus making nonparametric regression as a good solution. Nonparametric regression function estimation is using epanechnikov kernel estimator for the linier variables and von Mises kernel estimator for the circular variable. This study showed that the result of circular analysis by using circular descriptive statistic is better than common statistic. Multiple circular-linier nonparametric regressions with Epanechnikov and von Mises kernel estimator didn’t create estimation model explicitly as parametric regression does, but create estimation from its observation knots instead. |
| first_indexed | 2024-12-13T23:50:31Z |
| format | Article |
| id | doaj.art-00411a24cc214407955f258cf4bef44d |
| institution | Directory Open Access Journal |
| issn | 2303-1751 |
| language | English |
| last_indexed | 2024-12-13T23:50:31Z |
| publishDate | 2016-05-01 |
| publisher | Universitas Udayana |
| record_format | Article |
| series | E-Jurnal Matematika |
| spelling | doaj.art-00411a24cc214407955f258cf4bef44d2022-12-21T23:26:47ZengUniversitas UdayanaE-Jurnal Matematika2303-17512016-05-0152525810.24843/MTK.2016.v05.i02.p12121298ANALISIS MODEL REGRESI NONPARAMETRIK SIRKULAR-LINEAR BERGANDAKOMANG CANDRA IVAN0I WAYAN SUMARJAYA1MADE SUSILAWATI2Faculty of Mathematics and Natural Sciences, Udayana UniversityFaculty of Mathematics and Natural Sciences, Udayana UniversityFaculty of Mathematics and Natural Sciences, Udayana UniversityCircular data are data which the value in form of vector is circular data. Statistic analysis that is used in analyzing circular data is circular statistics analysis. In regression analysis, if any of predictor or response variables or both are circular then the regression analysis used is called circular regression analysis. Observation data in circular statistic which use direction and time units usually don’t satisfy all of the parametric assumptions, thus making nonparametric regression as a good solution. Nonparametric regression function estimation is using epanechnikov kernel estimator for the linier variables and von Mises kernel estimator for the circular variable. This study showed that the result of circular analysis by using circular descriptive statistic is better than common statistic. Multiple circular-linier nonparametric regressions with Epanechnikov and von Mises kernel estimator didn’t create estimation model explicitly as parametric regression does, but create estimation from its observation knots instead.https://ojs.unud.ac.id/index.php/mtk/article/view/21298Circular DataCircular RegressionCircular-Linier Nonparametric Regression |
| spellingShingle | KOMANG CANDRA IVAN I WAYAN SUMARJAYA MADE SUSILAWATI ANALISIS MODEL REGRESI NONPARAMETRIK SIRKULAR-LINEAR BERGANDA E-Jurnal Matematika Circular Data Circular Regression Circular-Linier Nonparametric Regression |
| title | ANALISIS MODEL REGRESI NONPARAMETRIK SIRKULAR-LINEAR BERGANDA |
| title_full | ANALISIS MODEL REGRESI NONPARAMETRIK SIRKULAR-LINEAR BERGANDA |
| title_fullStr | ANALISIS MODEL REGRESI NONPARAMETRIK SIRKULAR-LINEAR BERGANDA |
| title_full_unstemmed | ANALISIS MODEL REGRESI NONPARAMETRIK SIRKULAR-LINEAR BERGANDA |
| title_short | ANALISIS MODEL REGRESI NONPARAMETRIK SIRKULAR-LINEAR BERGANDA |
| title_sort | analisis model regresi nonparametrik sirkular linear berganda |
| topic | Circular Data Circular Regression Circular-Linier Nonparametric Regression |
| url | https://ojs.unud.ac.id/index.php/mtk/article/view/21298 |
| work_keys_str_mv | AT komangcandraivan analisismodelregresinonparametriksirkularlinearberganda AT iwayansumarjaya analisismodelregresinonparametriksirkularlinearberganda AT madesusilawati analisismodelregresinonparametriksirkularlinearberganda |