Statistical analysis of vehicle theft crime in Peninsular Malaysia using negative binomial regression model
The aim of this paper was to identify the determinants that influence vehicle theft by applying a negative binomial regression model.The identification of these determinants is very important to policy-makers, car-makers and car owners, as they can be used to establish practical steps for preventin...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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Faculty of Science and Technology Universiti Kebangsaan Malaysia
2015
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| Online Access: | https://repo.uum.edu.my/id/eprint/16540/1/Malina.pdf |
| _version_ | 1825803724214239232 |
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| author | Zulkifli, Malina Razali, Ahmad Mahir Masseran, Nurulkamal Ismail, Noriszura |
| author_facet | Zulkifli, Malina Razali, Ahmad Mahir Masseran, Nurulkamal Ismail, Noriszura |
| author_sort | Zulkifli, Malina |
| collection | UUM |
| description | The aim of this paper was to identify the determinants that influence vehicle theft by applying a negative binomial regression model.The identification of these determinants is very important to policy-makers, car-makers and car
owners, as they can be used to establish practical steps for preventing or at least limiting vehicle thefts. In addition, this paper also proposed a crime mapping application that allows us to identify the most risky areas for vehicle theft.
The results from this study can be utilized by local authorities as well as management of internal resource planning of insurance companies in planning effective strategies to reduce vehicle theft.Indirectly, this paper has built ingenuity
by combining information obtained from the database of Jabatan Perangkaan Malaysia and insurance companies to pioneer the development of location map of vehicle theft in Malaysia. |
| first_indexed | 2024-07-04T06:02:21Z |
| format | Article |
| id | uum-16540 |
| institution | Universiti Utara Malaysia |
| language | English |
| last_indexed | 2024-07-04T06:02:21Z |
| publishDate | 2015 |
| publisher | Faculty of Science and Technology Universiti Kebangsaan Malaysia |
| record_format | eprints |
| spelling | uum-165402016-04-17T06:04:13Z https://repo.uum.edu.my/id/eprint/16540/ Statistical analysis of vehicle theft crime in Peninsular Malaysia using negative binomial regression model Zulkifli, Malina Razali, Ahmad Mahir Masseran, Nurulkamal Ismail, Noriszura HA Statistics The aim of this paper was to identify the determinants that influence vehicle theft by applying a negative binomial regression model.The identification of these determinants is very important to policy-makers, car-makers and car owners, as they can be used to establish practical steps for preventing or at least limiting vehicle thefts. In addition, this paper also proposed a crime mapping application that allows us to identify the most risky areas for vehicle theft. The results from this study can be utilized by local authorities as well as management of internal resource planning of insurance companies in planning effective strategies to reduce vehicle theft.Indirectly, this paper has built ingenuity by combining information obtained from the database of Jabatan Perangkaan Malaysia and insurance companies to pioneer the development of location map of vehicle theft in Malaysia. Faculty of Science and Technology Universiti Kebangsaan Malaysia 2015 Article PeerReviewed application/pdf en https://repo.uum.edu.my/id/eprint/16540/1/Malina.pdf Zulkifli, Malina and Razali, Ahmad Mahir and Masseran, Nurulkamal and Ismail, Noriszura (2015) Statistical analysis of vehicle theft crime in Peninsular Malaysia using negative binomial regression model. Sains Malaysiana, 44 (9). pp. 1363-1370. ISSN 0126-6039 http://www.ukm.my/jsm/english_journals/vol44num9_2015/vol44num9_2015p1363-1370.html |
| spellingShingle | HA Statistics Zulkifli, Malina Razali, Ahmad Mahir Masseran, Nurulkamal Ismail, Noriszura Statistical analysis of vehicle theft crime in Peninsular Malaysia using negative binomial regression model |
| title | Statistical analysis of vehicle theft crime in Peninsular Malaysia using negative binomial regression model |
| title_full | Statistical analysis of vehicle theft crime in Peninsular Malaysia using negative binomial regression model |
| title_fullStr | Statistical analysis of vehicle theft crime in Peninsular Malaysia using negative binomial regression model |
| title_full_unstemmed | Statistical analysis of vehicle theft crime in Peninsular Malaysia using negative binomial regression model |
| title_short | Statistical analysis of vehicle theft crime in Peninsular Malaysia using negative binomial regression model |
| title_sort | statistical analysis of vehicle theft crime in peninsular malaysia using negative binomial regression model |
| topic | HA Statistics |
| url | https://repo.uum.edu.my/id/eprint/16540/1/Malina.pdf |
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