Comparative study of predicting domestic violence cases in Malaysia using Logistic, Hyperbolic and Gompertz Growth Models / Nurul Haida Fadhil, Nur Khaliqah Maarof and Wan Nur Nabila Wan Ab Razak

Fadhil, Nurul Haida and Maarof, Nur Khaliqah and Wan Ab Razak, Wan Nur Nabila (2019) Comparative study of predicting domestic violence cases in Malaysia using Logistic, Hyperbolic and Gompertz Growth Models / Nurul Haida Fadhil, Nur Khaliqah Maarof and Wan Nur Nabila Wan Ab Razak. [Student Project] (Unpublished)

Abstract

Domestic violence is a violation of human rights and came to be a global problem. Many growth models that can be used to predict domestic violence cases however if not rigorously studied, may lead to incorrect conclusions and its characteristics can easily mislead even experienced researchers. There are three mathematical models which arc the Logistic growth model, the Hyperbolic growth model and the Gompertz grow1h model that can be used to predict domestic violence grow1h in Malaysia. The error analysis of the models was calculated and compared to find the preferable model for predicting domestic violence cases in Malaysia from the year 2020 until 2030. The result shows that the I lyperbolic grow1h model gives better prediction since its mean absolute error is smaller compared to the Logistic and Gomper1z growth model. Therefore, the Hyperbolic growth model is used to predict domestic violence from the year 2020 until 2030. From the result obtained, it shows that domestic violence cases increase throughout the year. Further research on domestic violence prediction needs to be done to better predict the future. There are many other grow1h models that also predict cases of domestic violence such as the Coalition model and the regression model.

Metadata

Item Type: Student Project
Creators:
CreatorsEmail / ID. Num
Fadhil, Nurul HaidaUNSPECIFIED
Maarof, Nur KhaliqahUNSPECIFIED
Wan Ab Razak, Wan Nur NabilaUNSPECIFIED
Subjects: Q Science > QA Mathematics > Mathematical statistics. Probabilities
Q Science > QA Mathematics > Analysis > Analytical methods used in the solution of physical problems
Divisions: Universiti Teknologi MARA, Negeri Sembilan > Seremban Campus > Faculty of Computer and Mathematical Sciences
Programme: Bachelor of Science (Hons.) Mathematics
Item ID: 39476
Uncontrolled Keywords: Comparative study, predicting domestic violence cases, Malaysia, Logistic, Hyperbolic, Gompertz Growth Models
URI: http://ir.uitm.edu.my/id/eprint/39476

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