Analysing count data of Butterflies communities in Jasin, Melaka: a poisson regression analysis
Counting outcomes normally have remaining values highly skewed toward the right as they are often characterized by large values of zeros. The data of butterfly communities, had been taken from Jasin, Melaka and consists of 131 number of subject visits in Jasin, Melaka. In this paper, considering the...
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| Language: | English |
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IOP Publishing
2017
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| Online Access: | http://eprints.uthm.edu.my/5165/ http://eprints.uthm.edu.my/5165/1/AJ%202017%20%28295%29%20Analysing%20count%20data%20of%20Butterflies.pdf |
| _version_ | 1848888482141831168 |
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| author | Muhamad Jamil, Siti Afiqah Abdullah, M. Asrul Affendi Kek, Sie Long Nor, Maria Elena Mohamed, Maryati Ismail, Norradihah |
| author_facet | Muhamad Jamil, Siti Afiqah Abdullah, M. Asrul Affendi Kek, Sie Long Nor, Maria Elena Mohamed, Maryati Ismail, Norradihah |
| author_sort | Muhamad Jamil, Siti Afiqah |
| building | UTHM Institutional Repository |
| collection | Online Access |
| description | Counting outcomes normally have remaining values highly skewed toward the right as they are often characterized by large values of zeros. The data of butterfly communities, had been taken from Jasin, Melaka and consists of 131 number of subject visits in Jasin, Melaka. In this paper, considering the count data of butterfly communities, an analysis is considered Poisson regression analysis as it is assumed to be an alternative way on better suited to the counting process. This research paper is about analysing count data from zero observation ecological inference of butterfly communities in Jasin, Melaka by using Poisson regression analysis. The software for Poisson regression is readily available and it is becoming more widely used in many field of research and the data was analysed by using SAS software. The purpose of analysis comprised the framework of identifying the concerns. Besides, by using Poisson regression analysis, the study determines the fitness of data for accessing the reliability on using the count data. The finding indicates that the highest and lowest number of subject comes from the third family (Nymphalidae) family and fifth (Hesperidae) family and the Poisson distribution seems to fit the zero values. |
| first_indexed | 2025-11-15T20:10:59Z |
| format | Article |
| id | uthm-5165 |
| institution | Universiti Tun Hussein Onn Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T20:10:59Z |
| publishDate | 2017 |
| publisher | IOP Publishing |
| recordtype | eprints |
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| spelling | uthm-51652022-01-06T03:40:45Z http://eprints.uthm.edu.my/5165/ Analysing count data of Butterflies communities in Jasin, Melaka: a poisson regression analysis Muhamad Jamil, Siti Afiqah Abdullah, M. Asrul Affendi Kek, Sie Long Nor, Maria Elena Mohamed, Maryati Ismail, Norradihah HA Statistics Counting outcomes normally have remaining values highly skewed toward the right as they are often characterized by large values of zeros. The data of butterfly communities, had been taken from Jasin, Melaka and consists of 131 number of subject visits in Jasin, Melaka. In this paper, considering the count data of butterfly communities, an analysis is considered Poisson regression analysis as it is assumed to be an alternative way on better suited to the counting process. This research paper is about analysing count data from zero observation ecological inference of butterfly communities in Jasin, Melaka by using Poisson regression analysis. The software for Poisson regression is readily available and it is becoming more widely used in many field of research and the data was analysed by using SAS software. The purpose of analysis comprised the framework of identifying the concerns. Besides, by using Poisson regression analysis, the study determines the fitness of data for accessing the reliability on using the count data. The finding indicates that the highest and lowest number of subject comes from the third family (Nymphalidae) family and fifth (Hesperidae) family and the Poisson distribution seems to fit the zero values. IOP Publishing 2017 Article PeerReviewed text en http://eprints.uthm.edu.my/5165/1/AJ%202017%20%28295%29%20Analysing%20count%20data%20of%20Butterflies.pdf Muhamad Jamil, Siti Afiqah and Abdullah, M. Asrul Affendi and Kek, Sie Long and Nor, Maria Elena and Mohamed, Maryati and Ismail, Norradihah (2017) Analysing count data of Butterflies communities in Jasin, Melaka: a poisson regression analysis. Journal of Physics: Conference Series, 890 (012171). pp. 1-7. ISSN 1742-6588 http://dx.doi.org/10.1088/1742-6596/890/1/012171 |
| spellingShingle | HA Statistics Muhamad Jamil, Siti Afiqah Abdullah, M. Asrul Affendi Kek, Sie Long Nor, Maria Elena Mohamed, Maryati Ismail, Norradihah Analysing count data of Butterflies communities in Jasin, Melaka: a poisson regression analysis |
| title | Analysing count data of Butterflies communities in Jasin, Melaka: a poisson regression analysis |
| title_full | Analysing count data of Butterflies communities in Jasin, Melaka: a poisson regression analysis |
| title_fullStr | Analysing count data of Butterflies communities in Jasin, Melaka: a poisson regression analysis |
| title_full_unstemmed | Analysing count data of Butterflies communities in Jasin, Melaka: a poisson regression analysis |
| title_short | Analysing count data of Butterflies communities in Jasin, Melaka: a poisson regression analysis |
| title_sort | analysing count data of butterflies communities in jasin, melaka: a poisson regression analysis |
| topic | HA Statistics |
| url | http://eprints.uthm.edu.my/5165/ http://eprints.uthm.edu.my/5165/ http://eprints.uthm.edu.my/5165/1/AJ%202017%20%28295%29%20Analysing%20count%20data%20of%20Butterflies.pdf |