PENERAPAN REGRESI GENERALIZED POISSON UNTUK MENGATASI FENOMENA OVERDISPERSI PADA KASUS REGRESI POISSON
The Poisson regression is generally used to analyze the response variable that is a discrete data. Poisson regression has assumption which must be met, that is condition equidispersion. But in fact this assumption is often violated, that is the value of the variance is greater or less than the mean...
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| Format: | Article |
| Language: | English |
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Universitas Udayana
2013-05-01
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| Series: | E-Jurnal Matematika |
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| Online Access: | https://ojs.unud.ac.id/index.php/mtk/article/view/6312 |
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| author | I PUTU YUDANTA EKA PUTRA I PUTU EKA NILA KENCANA I GUSTI AYU MADE SRINADI |
| author_facet | I PUTU YUDANTA EKA PUTRA I PUTU EKA NILA KENCANA I GUSTI AYU MADE SRINADI |
| author_sort | I PUTU YUDANTA EKA PUTRA |
| collection | DOAJ |
| description | The Poisson regression is generally used to analyze the response variable that is a discrete data. Poisson regression has assumption which must be met, that is condition equidispersion. But in fact this assumption is often violated, that is the value of the variance is greater or less than the mean value. The condition when value of the variance is greater than the mean value is called overdispersion. One method that can be used for overdispersion data is Generalized Poisson regression. In this research, it was found that the Generalized Poisson regression method was better than Poisson regression method. |
| first_indexed | 2024-12-11T03:16:00Z |
| format | Article |
| id | doaj.art-362bc882cec9469cb242984cdf3c8ef3 |
| institution | Directory Open Access Journal |
| issn | 2303-1751 |
| language | English |
| last_indexed | 2024-12-11T03:16:00Z |
| publishDate | 2013-05-01 |
| publisher | Universitas Udayana |
| record_format | Article |
| series | E-Jurnal Matematika |
| spelling | doaj.art-362bc882cec9469cb242984cdf3c8ef32022-12-22T01:22:45ZengUniversitas UdayanaE-Jurnal Matematika2303-17512013-05-0122495310.24843/MTK.2013.v02.i02.p0386312PENERAPAN REGRESI GENERALIZED POISSON UNTUK MENGATASI FENOMENA OVERDISPERSI PADA KASUS REGRESI POISSONI PUTU YUDANTA EKA PUTRA0I PUTU EKA NILA KENCANA1I GUSTI AYU MADE SRINADI2Faculty of Mathematics and Natural Sciences, Udayana UniversityFaculty of Mathematics and Natural Sciences, Udayana UniversityFaculty of Mathematics and Natural Sciences, Udayana UniversityThe Poisson regression is generally used to analyze the response variable that is a discrete data. Poisson regression has assumption which must be met, that is condition equidispersion. But in fact this assumption is often violated, that is the value of the variance is greater or less than the mean value. The condition when value of the variance is greater than the mean value is called overdispersion. One method that can be used for overdispersion data is Generalized Poisson regression. In this research, it was found that the Generalized Poisson regression method was better than Poisson regression method.https://ojs.unud.ac.id/index.php/mtk/article/view/6312Poisson RegressionOverdispersionGeneralized Poisson regression |
| spellingShingle | I PUTU YUDANTA EKA PUTRA I PUTU EKA NILA KENCANA I GUSTI AYU MADE SRINADI PENERAPAN REGRESI GENERALIZED POISSON UNTUK MENGATASI FENOMENA OVERDISPERSI PADA KASUS REGRESI POISSON E-Jurnal Matematika Poisson Regression Overdispersion Generalized Poisson regression |
| title | PENERAPAN REGRESI GENERALIZED POISSON UNTUK MENGATASI FENOMENA OVERDISPERSI PADA KASUS REGRESI POISSON |
| title_full | PENERAPAN REGRESI GENERALIZED POISSON UNTUK MENGATASI FENOMENA OVERDISPERSI PADA KASUS REGRESI POISSON |
| title_fullStr | PENERAPAN REGRESI GENERALIZED POISSON UNTUK MENGATASI FENOMENA OVERDISPERSI PADA KASUS REGRESI POISSON |
| title_full_unstemmed | PENERAPAN REGRESI GENERALIZED POISSON UNTUK MENGATASI FENOMENA OVERDISPERSI PADA KASUS REGRESI POISSON |
| title_short | PENERAPAN REGRESI GENERALIZED POISSON UNTUK MENGATASI FENOMENA OVERDISPERSI PADA KASUS REGRESI POISSON |
| title_sort | penerapan regresi generalized poisson untuk mengatasi fenomena overdispersi pada kasus regresi poisson |
| topic | Poisson Regression Overdispersion Generalized Poisson regression |
| url | https://ojs.unud.ac.id/index.php/mtk/article/view/6312 |
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