| Issue |
MATEC Web of Conferences
Volume 47, 2016
The 3rd International Conference on Civil and Environmental Engineering for Sustainability (IConCEES 2015)
|
|
|---|---|---|
| Article Number | 03001 | |
| Number of page(s) | 7 | |
| Section | Geotechnics, Infrastructure and Geomatic Engineering | |
| DOI | https://doi.org/10.1051/matecconf/20164703001 | |
| Published online | 01 April 2016 | |
Modeling Zero – Inflated Regression of Road Accidents at Johor Federal Road F001
Faculty of Civil and Environmental Engineering, University Tun Hussein Onn Malaysia, 86400 Batu Pahat, Johor, Malaysia
a Corresponding author : joewono@uthm.edu.my
This study focused on the Poisson regression with excess zero outcomes on the response variable. A generalized linear modelling technique such as Poisson regression model and Negative Binomial model was found to be insignificant in explaining and handle over dispersion which due to high amount of zeros thus Zero Inflated model was introduced to overcome the problem. The application work on the number of road accidents on F001 Jalan Jb – Air Hitam. Data on road accident were collected for five-year period from 2010 through 2014. The result from analysis show that ZINB model performed best, in terms of the comparative criteria based on the P value less than 0.05.
© Owned by the authors, published by EDP Sciences, 2016
This is an Open Access article distributed under the terms of the Creative Commons Attribution License 4.0, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
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